2020-1-capstone-design1 / KNW_Project1

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*.iml
.gradle
/local.properties
/.idea/caches
/.idea/libraries
/.idea/modules.xml
/.idea/workspace.xml
/.idea/navEditor.xml
/.idea/assetWizardSettings.xml
.DS_Store
/build
/captures
.externalNativeBuild
.cxx
#Thu Jun 11 22:12:21 KST 2020
gradle.version=6.1.1
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My Application
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My Application
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apply plugin: 'com.android.application'
android {
compileSdkVersion 29
buildToolsVersion "29.0.3"
defaultConfig {
applicationId "org.tensorflow.lite.examples.detection"
minSdkVersion 21
targetSdkVersion 26
versionCode 1
versionName "1.0"
testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
}
buildTypes {
release {
minifyEnabled false
proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
}
}
aaptOptions {
noCompress "tflite"
}
compileOptions {
sourceCompatibility = '1.8'
targetCompatibility = '1.8'
}
lintOptions {
abortOnError false
}
}
dependencies {
implementation fileTree(dir: "libs", include: ["*.jar"])
implementation 'androidx.appcompat:appcompat:1.1.0'
implementation 'androidx.constraintlayout:constraintlayout:1.1.3'
implementation 'org.tensorflow:tensorflow-lite:+'
testImplementation 'junit:junit:4.12'
androidTestImplementation 'androidx.test.ext:junit:1.1.1'
androidTestImplementation 'androidx.test.espresso:espresso-core:3.2.0'
}
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/**
* Automatically generated file. DO NOT MODIFY
*/
package org.tensorflow.lite.examples.detection;
public final class BuildConfig {
public static final boolean DEBUG = Boolean.parseBoolean("true");
public static final String APPLICATION_ID = "org.tensorflow.lite.examples.detection";
public static final String BUILD_TYPE = "debug";
public static final int VERSION_CODE = 1;
public static final String VERSION_NAME = "1.0";
}
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<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="org.tensorflow.lite.examples.detection"
android:versionCode="1"
android:versionName="1.0" >
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<uses-permission android:name="android.permission.RECORD_AUDIO" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<application
android:allowBackup="true"
android:appComponentFactory="androidx.core.app.CoreComponentFactory"
android:debuggable="true"
android:icon="@mipmap/ic_launcher"
android:label="WatchOut"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:testOnly="true"
android:theme="@style/AppTheme" >
<activity android:name="org.tensorflow.lite.examples.detection.DetectorActivity" />
<activity android:name="org.tensorflow.lite.examples.detection.IntroActivity" >
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>
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{
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#Sat Jun 13 23:43:13 KST 2020
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C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\layout\\activity_camera.xml=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\layout_activity_camera.xml.flat
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C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\mipmap-hdpi\\ic_launcher.png=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\mipmap-hdpi_ic_launcher.png.flat
C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\mipmap-xhdpi\\ic_launcher.png=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\mipmap-xhdpi_ic_launcher.png.flat
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C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\mipmap-anydpi-v26\\ic_launcher_round.xml=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\mipmap-anydpi-v26_ic_launcher_round.xml.flat
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C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\drawable\\ic_launcher_background.xml=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\drawable_ic_launcher_background.xml.flat
C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\layout\\camera_connection_fragment_tracking.xml=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\layout_camera_connection_fragment_tracking.xml.flat
C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\src\\main\\res\\mipmap-xhdpi\\ic_launcher_round.png=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\res\\merged\\debug\\mipmap-xhdpi_ic_launcher_round.png.flat
This diff could not be displayed because it is too large.
<?xml version="1.0" encoding="utf-8"?>
<merger version="3"><dataSet config="main" ignore_pattern="!.svn:!.git:!.ds_store:!*.scc:.*:&lt;dir>_*:!CVS:!thumbs.db:!picasa.ini:!*~"><source path="C:\Users\user\StudioProjects\MyApplication\app\src\main\shaders"/></dataSet><dataSet config="debug" ignore_pattern="!.svn:!.git:!.ds_store:!*.scc:.*:&lt;dir>_*:!CVS:!thumbs.db:!picasa.ini:!*~"><source path="C:\Users\user\StudioProjects\MyApplication\app\src\debug\shaders"/></dataSet></merger>
\ No newline at end of file
#Sun Jun 14 00:00:27 KST 2020
base.0=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\dex\\debug\\mergeExtDexDebug\\classes.dex
path.1=classes.dex
renamed.1=classes2.dex
path.0=classes.dex
renamed.0=classes.dex
base.1=C\:\\Users\\user\\StudioProjects\\MyApplication\\app\\build\\intermediates\\dex\\debug\\mergeProjectDexDebug\\classes.dex
<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="org.tensorflow.lite.examples.detection"
android:targetSandboxVersion="2"
android:versionCode="1"
android:versionName="1.0" >
<uses-sdk
android:minSdkVersion="21"
android:targetSdkVersion="26" />
<uses-permission android:name="android.permission.CAMERA" />
<uses-feature android:name="android.hardware.camera2" />
<uses-permission android:name="android.permission.RECORD_AUDIO" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<application
android:allowBackup="true"
android:appComponentFactory="androidx.core.app.CoreComponentFactory"
android:debuggable="true"
android:icon="@mipmap/ic_launcher"
android:label="WatchOut"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:testOnly="true"
android:theme="@style/AppTheme" >
<activity android:name="org.tensorflow.lite.examples.detection.DetectorActivity" />
<activity android:name="org.tensorflow.lite.examples.detection.IntroActivity" >
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>
\ No newline at end of file
{
"version": 1,
"applicationId": "org.tensorflow.lite.examples.detection",
"variantType": "BASE_APK",
"elements": [
{
"outputType": {
"type": "INSTANT_APP_MANIFEST"
},
"apkData": {
"type": "MAIN",
"splits": [],
"versionCode": 1,
"versionName": "1.0",
"outputFile": "app-debug.apk",
"fullName": "debug",
"baseName": "debug",
"dirName": ""
},
"path": "AndroidManifest.xml",
"properties": {
"packageId": "org.tensorflow.lite.examples.detection",
"split": "",
"minSdkVersion": "21"
}
}
]
}
\ No newline at end of file
1<?xml version="1.0" encoding="utf-8"?>
2<manifest xmlns:android="http://schemas.android.com/apk/res/android"
3 package="org.tensorflow.lite.examples.detection"
4 android:versionCode="1"
5 android:versionName="1.0" >
6
7 <uses-sdk
8 android:minSdkVersion="21"
8-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
9 android:targetSdkVersion="26" />
9-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
10
11 <uses-permission android:name="android.permission.CAMERA" />
11-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:5:5-65
11-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:5:22-62
12
13 <uses-feature android:name="android.hardware.camera2" />
13-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:6:5-60
13-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:6:19-58
14
15 <uses-permission android:name="android.permission.RECORD_AUDIO" />
15-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:7:5-71
15-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:7:22-68
16 <uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
16-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:8:5-81
16-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:8:22-78
17
18 <application
18-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:10:5-26:19
19 android:allowBackup="true"
19-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:11:9-35
20 android:appComponentFactory="androidx.core.app.CoreComponentFactory"
20-->[androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:24:18-86
21 android:debuggable="true"
22 android:icon="@mipmap/ic_launcher"
22-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:12:9-43
23 android:label="WatchOut"
23-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:13:9-33
24 android:roundIcon="@mipmap/ic_launcher_round"
24-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:14:9-54
25 android:supportsRtl="true"
25-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:15:9-35
26 android:testOnly="true"
27 android:theme="@style/AppTheme" >
27-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:16:9-40
28 <activity android:name="org.tensorflow.lite.examples.detection.DetectorActivity" />
28-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:17:9-18:47
28-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:18:13-45
29 <activity android:name="org.tensorflow.lite.examples.detection.IntroActivity" >
29-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:19:9-25:20
29-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:19:19-48
30 <intent-filter>
30-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:20:13-24:29
31 <action android:name="android.intent.action.MAIN" />
31-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:21:17-69
31-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:21:25-66
32
33 <category android:name="android.intent.category.LAUNCHER" />
33-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:23:17-77
33-->C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:23:27-74
34 </intent-filter>
35 </activity>
36 </application>
37
38</manifest>
adult
long_sign
child
wide_sign
\ No newline at end of file
<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="org.tensorflow.lite.examples.detection"
android:versionCode="1"
android:versionName="1.0" >
<uses-sdk
android:minSdkVersion="21"
android:targetSdkVersion="26" />
<uses-permission android:name="android.permission.CAMERA" />
<uses-feature android:name="android.hardware.camera2" />
<uses-permission android:name="android.permission.RECORD_AUDIO" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<application
android:allowBackup="true"
android:appComponentFactory="androidx.core.app.CoreComponentFactory"
android:debuggable="true"
android:icon="@mipmap/ic_launcher"
android:label="WatchOut"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:testOnly="true"
android:theme="@style/AppTheme" >
<activity android:name="org.tensorflow.lite.examples.detection.DetectorActivity" />
<activity android:name="org.tensorflow.lite.examples.detection.IntroActivity" >
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>
\ No newline at end of file
{
"version": 1,
"applicationId": "org.tensorflow.lite.examples.detection",
"variantType": "BASE_APK",
"elements": [
{
"outputType": {
"type": "MERGED_MANIFESTS"
},
"apkData": {
"type": "MAIN",
"splits": [],
"versionCode": 1,
"versionName": "1.0",
"outputFile": "app-debug.apk",
"fullName": "debug",
"baseName": "debug",
"dirName": ""
},
"path": "AndroidManifest.xml",
"properties": {
"packageId": "org.tensorflow.lite.examples.detection",
"split": "",
"minSdkVersion": "21"
}
}
]
}
\ No newline at end of file
{
"version": 1,
"applicationId": "org.tensorflow.lite.examples.detection",
"variantType": "BASE_APK",
"elements": [
{
"outputType": {
"type": "METADATA_FEATURE_MANIFEST"
},
"apkData": {
"type": "MAIN",
"splits": [],
"versionCode": 1,
"versionName": "1.0",
"outputFile": "app-debug.apk",
"fullName": "debug",
"baseName": "debug",
"dirName": ""
},
"path": "AndroidManifest.xml",
"properties": {}
}
]
}
\ No newline at end of file
{
"version": 1,
"applicationId": "org.tensorflow.lite.examples.detection",
"variantType": "BASE_APK",
"elements": [
{
"outputType": {
"type": "PROCESSED_RES"
},
"apkData": {
"type": "MAIN",
"splits": [],
"versionCode": 1,
"versionName": "1.0",
"outputFile": "app-debug.apk",
"fullName": "debug",
"baseName": "debug",
"dirName": ""
},
"path": "resources-debug.ap_",
"properties": {
"packageId": "org.tensorflow.lite.examples.detection",
"split": "",
"minSdkVersion": "21"
}
}
]
}
\ No newline at end of file
This diff could not be displayed because it is too large.
org.tensorflow.lite.examples.detection
anim abc_fade_in
anim abc_fade_out
anim abc_grow_fade_in_from_bottom
anim abc_popup_enter
anim abc_popup_exit
anim abc_shrink_fade_out_from_bottom
anim abc_slide_in_bottom
anim abc_slide_in_top
anim abc_slide_out_bottom
anim abc_slide_out_top
anim abc_tooltip_enter
anim abc_tooltip_exit
anim btn_checkbox_to_checked_box_inner_merged_animation
anim btn_checkbox_to_checked_box_outer_merged_animation
anim btn_checkbox_to_checked_icon_null_animation
anim btn_checkbox_to_unchecked_box_inner_merged_animation
anim btn_checkbox_to_unchecked_check_path_merged_animation
anim btn_checkbox_to_unchecked_icon_null_animation
anim btn_radio_to_off_mtrl_dot_group_animation
anim btn_radio_to_off_mtrl_ring_outer_animation
anim btn_radio_to_off_mtrl_ring_outer_path_animation
anim btn_radio_to_on_mtrl_dot_group_animation
anim btn_radio_to_on_mtrl_ring_outer_animation
anim btn_radio_to_on_mtrl_ring_outer_path_animation
attr actionBarDivider
attr actionBarItemBackground
attr actionBarPopupTheme
attr actionBarSize
attr actionBarSplitStyle
attr actionBarStyle
attr actionBarTabBarStyle
attr actionBarTabStyle
attr actionBarTabTextStyle
attr actionBarTheme
attr actionBarWidgetTheme
attr actionButtonStyle
attr actionDropDownStyle
attr actionLayout
attr actionMenuTextAppearance
attr actionMenuTextColor
attr actionModeBackground
attr actionModeCloseButtonStyle
attr actionModeCloseDrawable
attr actionModeCopyDrawable
attr actionModeCutDrawable
attr actionModeFindDrawable
attr actionModePasteDrawable
attr actionModePopupWindowStyle
attr actionModeSelectAllDrawable
attr actionModeShareDrawable
attr actionModeSplitBackground
attr actionModeStyle
attr actionModeWebSearchDrawable
attr actionOverflowButtonStyle
attr actionOverflowMenuStyle
attr actionProviderClass
attr actionViewClass
attr activityChooserViewStyle
attr alertDialogButtonGroupStyle
attr alertDialogCenterButtons
attr alertDialogStyle
attr alertDialogTheme
attr allowStacking
attr alpha
attr alphabeticModifiers
attr arrowHeadLength
attr arrowShaftLength
attr autoCompleteTextViewStyle
attr autoSizeMaxTextSize
attr autoSizeMinTextSize
attr autoSizePresetSizes
attr autoSizeStepGranularity
attr autoSizeTextType
attr background
attr backgroundSplit
attr backgroundStacked
attr backgroundTint
attr backgroundTintMode
attr barLength
attr barrierAllowsGoneWidgets
attr barrierDirection
attr borderlessButtonStyle
attr buttonBarButtonStyle
attr buttonBarNegativeButtonStyle
attr buttonBarNeutralButtonStyle
attr buttonBarPositiveButtonStyle
attr buttonBarStyle
attr buttonCompat
attr buttonGravity
attr buttonIconDimen
attr buttonPanelSideLayout
attr buttonStyle
attr buttonStyleSmall
attr buttonTint
attr buttonTintMode
attr chainUseRtl
attr checkboxStyle
attr checkedTextViewStyle
attr closeIcon
attr closeItemLayout
attr collapseContentDescription
attr collapseIcon
attr color
attr colorAccent
attr colorBackgroundFloating
attr colorButtonNormal
attr colorControlActivated
attr colorControlHighlight
attr colorControlNormal
attr colorError
attr colorPrimary
attr colorPrimaryDark
attr colorSwitchThumbNormal
attr commitIcon
attr constraintSet
attr constraint_referenced_ids
attr content
attr contentDescription
attr contentInsetEnd
attr contentInsetEndWithActions
attr contentInsetLeft
attr contentInsetRight
attr contentInsetStart
attr contentInsetStartWithNavigation
attr controlBackground
attr customNavigationLayout
attr defaultQueryHint
attr dialogCornerRadius
attr dialogPreferredPadding
attr dialogTheme
attr displayOptions
attr divider
attr dividerHorizontal
attr dividerPadding
attr dividerVertical
attr drawableBottomCompat
attr drawableEndCompat
attr drawableLeftCompat
attr drawableRightCompat
attr drawableSize
attr drawableStartCompat
attr drawableTint
attr drawableTintMode
attr drawableTopCompat
attr drawerArrowStyle
attr dropDownListViewStyle
attr dropdownListPreferredItemHeight
attr editTextBackground
attr editTextColor
attr editTextStyle
attr elevation
attr emptyVisibility
attr expandActivityOverflowButtonDrawable
attr firstBaselineToTopHeight
attr font
attr fontFamily
attr fontProviderAuthority
attr fontProviderCerts
attr fontProviderFetchStrategy
attr fontProviderFetchTimeout
attr fontProviderPackage
attr fontProviderQuery
attr fontStyle
attr fontVariationSettings
attr fontWeight
attr gapBetweenBars
attr goIcon
attr height
attr hideOnContentScroll
attr homeAsUpIndicator
attr homeLayout
attr icon
attr iconTint
attr iconTintMode
attr iconifiedByDefault
attr imageButtonStyle
attr indeterminateProgressStyle
attr initialActivityCount
attr isLightTheme
attr itemPadding
attr lastBaselineToBottomHeight
attr layout
attr layout_constrainedHeight
attr layout_constrainedWidth
attr layout_constraintBaseline_creator
attr layout_constraintBaseline_toBaselineOf
attr layout_constraintBottom_creator
attr layout_constraintBottom_toBottomOf
attr layout_constraintBottom_toTopOf
attr layout_constraintCircle
attr layout_constraintCircleAngle
attr layout_constraintCircleRadius
attr layout_constraintDimensionRatio
attr layout_constraintEnd_toEndOf
attr layout_constraintEnd_toStartOf
attr layout_constraintGuide_begin
attr layout_constraintGuide_end
attr layout_constraintGuide_percent
attr layout_constraintHeight_default
attr layout_constraintHeight_max
attr layout_constraintHeight_min
attr layout_constraintHeight_percent
attr layout_constraintHorizontal_bias
attr layout_constraintHorizontal_chainStyle
attr layout_constraintHorizontal_weight
attr layout_constraintLeft_creator
attr layout_constraintLeft_toLeftOf
attr layout_constraintLeft_toRightOf
attr layout_constraintRight_creator
attr layout_constraintRight_toLeftOf
attr layout_constraintRight_toRightOf
attr layout_constraintStart_toEndOf
attr layout_constraintStart_toStartOf
attr layout_constraintTop_creator
attr layout_constraintTop_toBottomOf
attr layout_constraintTop_toTopOf
attr layout_constraintVertical_bias
attr layout_constraintVertical_chainStyle
attr layout_constraintVertical_weight
attr layout_constraintWidth_default
attr layout_constraintWidth_max
attr layout_constraintWidth_min
attr layout_constraintWidth_percent
attr layout_editor_absoluteX
attr layout_editor_absoluteY
attr layout_goneMarginBottom
attr layout_goneMarginEnd
attr layout_goneMarginLeft
attr layout_goneMarginRight
attr layout_goneMarginStart
attr layout_goneMarginTop
attr layout_optimizationLevel
attr lineHeight
attr listChoiceBackgroundIndicator
attr listChoiceIndicatorMultipleAnimated
attr listChoiceIndicatorSingleAnimated
attr listDividerAlertDialog
attr listItemLayout
attr listLayout
attr listMenuViewStyle
attr listPopupWindowStyle
attr listPreferredItemHeight
attr listPreferredItemHeightLarge
attr listPreferredItemHeightSmall
attr listPreferredItemPaddingEnd
attr listPreferredItemPaddingLeft
attr listPreferredItemPaddingRight
attr listPreferredItemPaddingStart
attr logo
attr logoDescription
attr maxButtonHeight
attr measureWithLargestChild
attr menu
attr multiChoiceItemLayout
attr navigationContentDescription
attr navigationIcon
attr navigationMode
attr numericModifiers
attr overlapAnchor
attr paddingBottomNoButtons
attr paddingEnd
attr paddingStart
attr paddingTopNoTitle
attr panelBackground
attr panelMenuListTheme
attr panelMenuListWidth
attr popupMenuStyle
attr popupTheme
attr popupWindowStyle
attr preserveIconSpacing
attr progressBarPadding
attr progressBarStyle
attr queryBackground
attr queryHint
attr radioButtonStyle
attr ratingBarStyle
attr ratingBarStyleIndicator
attr ratingBarStyleSmall
attr searchHintIcon
attr searchIcon
attr searchViewStyle
attr seekBarStyle
attr selectableItemBackground
attr selectableItemBackgroundBorderless
attr showAsAction
attr showDividers
attr showText
attr showTitle
attr singleChoiceItemLayout
attr spinBars
attr spinnerDropDownItemStyle
attr spinnerStyle
attr splitTrack
attr srcCompat
attr state_above_anchor
attr subMenuArrow
attr submitBackground
attr subtitle
attr subtitleTextAppearance
attr subtitleTextColor
attr subtitleTextStyle
attr suggestionRowLayout
attr switchMinWidth
attr switchPadding
attr switchStyle
attr switchTextAppearance
attr textAllCaps
attr textAppearanceLargePopupMenu
attr textAppearanceListItem
attr textAppearanceListItemSecondary
attr textAppearanceListItemSmall
attr textAppearancePopupMenuHeader
attr textAppearanceSearchResultSubtitle
attr textAppearanceSearchResultTitle
attr textAppearanceSmallPopupMenu
attr textColorAlertDialogListItem
attr textColorSearchUrl
attr textLocale
attr theme
attr thickness
attr thumbTextPadding
attr thumbTint
attr thumbTintMode
attr tickMark
attr tickMarkTint
attr tickMarkTintMode
attr tint
attr tintMode
attr title
attr titleMargin
attr titleMarginBottom
attr titleMarginEnd
attr titleMarginStart
attr titleMarginTop
attr titleMargins
attr titleTextAppearance
attr titleTextColor
attr titleTextStyle
attr toolbarNavigationButtonStyle
attr toolbarStyle
attr tooltipForegroundColor
attr tooltipFrameBackground
attr tooltipText
attr track
attr trackTint
attr trackTintMode
attr ttcIndex
attr viewInflaterClass
attr voiceIcon
attr windowActionBar
attr windowActionBarOverlay
attr windowActionModeOverlay
attr windowFixedHeightMajor
attr windowFixedHeightMinor
attr windowFixedWidthMajor
attr windowFixedWidthMinor
attr windowMinWidthMajor
attr windowMinWidthMinor
attr windowNoTitle
bool abc_action_bar_embed_tabs
bool abc_allow_stacked_button_bar
bool abc_config_actionMenuItemAllCaps
color IntroBackground
color abc_background_cache_hint_selector_material_dark
color abc_background_cache_hint_selector_material_light
color abc_btn_colored_borderless_text_material
color abc_btn_colored_text_material
color abc_color_highlight_material
color abc_hint_foreground_material_dark
color abc_hint_foreground_material_light
color abc_input_method_navigation_guard
color abc_primary_text_disable_only_material_dark
color abc_primary_text_disable_only_material_light
color abc_primary_text_material_dark
color abc_primary_text_material_light
color abc_search_url_text
color abc_search_url_text_normal
color abc_search_url_text_pressed
color abc_search_url_text_selected
color abc_secondary_text_material_dark
color abc_secondary_text_material_light
color abc_tint_btn_checkable
color abc_tint_default
color abc_tint_edittext
color abc_tint_seek_thumb
color abc_tint_spinner
color abc_tint_switch_track
color accent_material_dark
color accent_material_light
color background_floating_material_dark
color background_floating_material_light
color background_material_dark
color background_material_light
color bright_foreground_disabled_material_dark
color bright_foreground_disabled_material_light
color bright_foreground_inverse_material_dark
color bright_foreground_inverse_material_light
color bright_foreground_material_dark
color bright_foreground_material_light
color button_material_dark
color button_material_light
color colorAccent
color colorPrimary
color colorPrimaryDark
color dim_foreground_disabled_material_dark
color dim_foreground_disabled_material_light
color dim_foreground_material_dark
color dim_foreground_material_light
color error_color_material_dark
color error_color_material_light
color foreground_material_dark
color foreground_material_light
color highlighted_text_material_dark
color highlighted_text_material_light
color material_blue_grey_800
color material_blue_grey_900
color material_blue_grey_950
color material_deep_teal_200
color material_deep_teal_500
color material_grey_100
color material_grey_300
color material_grey_50
color material_grey_600
color material_grey_800
color material_grey_850
color material_grey_900
color notification_action_color_filter
color notification_icon_bg_color
color primary_dark_material_dark
color primary_dark_material_light
color primary_material_dark
color primary_material_light
color primary_text_default_material_dark
color primary_text_default_material_light
color primary_text_disabled_material_dark
color primary_text_disabled_material_light
color ripple_material_dark
color ripple_material_light
color secondary_text_default_material_dark
color secondary_text_default_material_light
color secondary_text_disabled_material_dark
color secondary_text_disabled_material_light
color switch_thumb_disabled_material_dark
color switch_thumb_disabled_material_light
color switch_thumb_material_dark
color switch_thumb_material_light
color switch_thumb_normal_material_dark
color switch_thumb_normal_material_light
color tooltip_background_dark
color tooltip_background_light
dimen abc_action_bar_content_inset_material
dimen abc_action_bar_content_inset_with_nav
dimen abc_action_bar_default_height_material
dimen abc_action_bar_default_padding_end_material
dimen abc_action_bar_default_padding_start_material
dimen abc_action_bar_elevation_material
dimen abc_action_bar_icon_vertical_padding_material
dimen abc_action_bar_overflow_padding_end_material
dimen abc_action_bar_overflow_padding_start_material
dimen abc_action_bar_stacked_max_height
dimen abc_action_bar_stacked_tab_max_width
dimen abc_action_bar_subtitle_bottom_margin_material
dimen abc_action_bar_subtitle_top_margin_material
dimen abc_action_button_min_height_material
dimen abc_action_button_min_width_material
dimen abc_action_button_min_width_overflow_material
dimen abc_alert_dialog_button_bar_height
dimen abc_alert_dialog_button_dimen
dimen abc_button_inset_horizontal_material
dimen abc_button_inset_vertical_material
dimen abc_button_padding_horizontal_material
dimen abc_button_padding_vertical_material
dimen abc_cascading_menus_min_smallest_width
dimen abc_config_prefDialogWidth
dimen abc_control_corner_material
dimen abc_control_inset_material
dimen abc_control_padding_material
dimen abc_dialog_corner_radius_material
dimen abc_dialog_fixed_height_major
dimen abc_dialog_fixed_height_minor
dimen abc_dialog_fixed_width_major
dimen abc_dialog_fixed_width_minor
dimen abc_dialog_list_padding_bottom_no_buttons
dimen abc_dialog_list_padding_top_no_title
dimen abc_dialog_min_width_major
dimen abc_dialog_min_width_minor
dimen abc_dialog_padding_material
dimen abc_dialog_padding_top_material
dimen abc_dialog_title_divider_material
dimen abc_disabled_alpha_material_dark
dimen abc_disabled_alpha_material_light
dimen abc_dropdownitem_icon_width
dimen abc_dropdownitem_text_padding_left
dimen abc_dropdownitem_text_padding_right
dimen abc_edit_text_inset_bottom_material
dimen abc_edit_text_inset_horizontal_material
dimen abc_edit_text_inset_top_material
dimen abc_floating_window_z
dimen abc_list_item_height_large_material
dimen abc_list_item_height_material
dimen abc_list_item_height_small_material
dimen abc_list_item_padding_horizontal_material
dimen abc_panel_menu_list_width
dimen abc_progress_bar_height_material
dimen abc_search_view_preferred_height
dimen abc_search_view_preferred_width
dimen abc_seekbar_track_background_height_material
dimen abc_seekbar_track_progress_height_material
dimen abc_select_dialog_padding_start_material
dimen abc_switch_padding
dimen abc_text_size_body_1_material
dimen abc_text_size_body_2_material
dimen abc_text_size_button_material
dimen abc_text_size_caption_material
dimen abc_text_size_display_1_material
dimen abc_text_size_display_2_material
dimen abc_text_size_display_3_material
dimen abc_text_size_display_4_material
dimen abc_text_size_headline_material
dimen abc_text_size_large_material
dimen abc_text_size_medium_material
dimen abc_text_size_menu_header_material
dimen abc_text_size_menu_material
dimen abc_text_size_small_material
dimen abc_text_size_subhead_material
dimen abc_text_size_subtitle_material_toolbar
dimen abc_text_size_title_material
dimen abc_text_size_title_material_toolbar
dimen compat_button_inset_horizontal_material
dimen compat_button_inset_vertical_material
dimen compat_button_padding_horizontal_material
dimen compat_button_padding_vertical_material
dimen compat_control_corner_material
dimen compat_notification_large_icon_max_height
dimen compat_notification_large_icon_max_width
dimen disabled_alpha_material_dark
dimen disabled_alpha_material_light
dimen highlight_alpha_material_colored
dimen highlight_alpha_material_dark
dimen highlight_alpha_material_light
dimen hint_alpha_material_dark
dimen hint_alpha_material_light
dimen hint_pressed_alpha_material_dark
dimen hint_pressed_alpha_material_light
dimen notification_action_icon_size
dimen notification_action_text_size
dimen notification_big_circle_margin
dimen notification_content_margin_start
dimen notification_large_icon_height
dimen notification_large_icon_width
dimen notification_main_column_padding_top
dimen notification_media_narrow_margin
dimen notification_right_icon_size
dimen notification_right_side_padding_top
dimen notification_small_icon_background_padding
dimen notification_small_icon_size_as_large
dimen notification_subtext_size
dimen notification_top_pad
dimen notification_top_pad_large_text
dimen tooltip_corner_radius
dimen tooltip_horizontal_padding
dimen tooltip_margin
dimen tooltip_precise_anchor_extra_offset
dimen tooltip_precise_anchor_threshold
dimen tooltip_vertical_padding
dimen tooltip_y_offset_non_touch
dimen tooltip_y_offset_touch
drawable abc_ab_share_pack_mtrl_alpha
drawable abc_action_bar_item_background_material
drawable abc_btn_borderless_material
drawable abc_btn_check_material
drawable abc_btn_check_material_anim
drawable abc_btn_check_to_on_mtrl_000
drawable abc_btn_check_to_on_mtrl_015
drawable abc_btn_colored_material
drawable abc_btn_default_mtrl_shape
drawable abc_btn_radio_material
drawable abc_btn_radio_material_anim
drawable abc_btn_radio_to_on_mtrl_000
drawable abc_btn_radio_to_on_mtrl_015
drawable abc_btn_switch_to_on_mtrl_00001
drawable abc_btn_switch_to_on_mtrl_00012
drawable abc_cab_background_internal_bg
drawable abc_cab_background_top_material
drawable abc_cab_background_top_mtrl_alpha
drawable abc_control_background_material
drawable abc_dialog_material_background
drawable abc_edit_text_material
drawable abc_ic_ab_back_material
drawable abc_ic_arrow_drop_right_black_24dp
drawable abc_ic_clear_material
drawable abc_ic_commit_search_api_mtrl_alpha
drawable abc_ic_go_search_api_material
drawable abc_ic_menu_copy_mtrl_am_alpha
drawable abc_ic_menu_cut_mtrl_alpha
drawable abc_ic_menu_overflow_material
drawable abc_ic_menu_paste_mtrl_am_alpha
drawable abc_ic_menu_selectall_mtrl_alpha
drawable abc_ic_menu_share_mtrl_alpha
drawable abc_ic_search_api_material
drawable abc_ic_star_black_16dp
drawable abc_ic_star_black_36dp
drawable abc_ic_star_black_48dp
drawable abc_ic_star_half_black_16dp
drawable abc_ic_star_half_black_36dp
drawable abc_ic_star_half_black_48dp
drawable abc_ic_voice_search_api_material
drawable abc_item_background_holo_dark
drawable abc_item_background_holo_light
drawable abc_list_divider_material
drawable abc_list_divider_mtrl_alpha
drawable abc_list_focused_holo
drawable abc_list_longpressed_holo
drawable abc_list_pressed_holo_dark
drawable abc_list_pressed_holo_light
drawable abc_list_selector_background_transition_holo_dark
drawable abc_list_selector_background_transition_holo_light
drawable abc_list_selector_disabled_holo_dark
drawable abc_list_selector_disabled_holo_light
drawable abc_list_selector_holo_dark
drawable abc_list_selector_holo_light
drawable abc_menu_hardkey_panel_mtrl_mult
drawable abc_popup_background_mtrl_mult
drawable abc_ratingbar_indicator_material
drawable abc_ratingbar_material
drawable abc_ratingbar_small_material
drawable abc_scrubber_control_off_mtrl_alpha
drawable abc_scrubber_control_to_pressed_mtrl_000
drawable abc_scrubber_control_to_pressed_mtrl_005
drawable abc_scrubber_primary_mtrl_alpha
drawable abc_scrubber_track_mtrl_alpha
drawable abc_seekbar_thumb_material
drawable abc_seekbar_tick_mark_material
drawable abc_seekbar_track_material
drawable abc_spinner_mtrl_am_alpha
drawable abc_spinner_textfield_background_material
drawable abc_switch_thumb_material
drawable abc_switch_track_mtrl_alpha
drawable abc_tab_indicator_material
drawable abc_tab_indicator_mtrl_alpha
drawable abc_text_cursor_material
drawable abc_text_select_handle_left_mtrl_dark
drawable abc_text_select_handle_left_mtrl_light
drawable abc_text_select_handle_middle_mtrl_dark
drawable abc_text_select_handle_middle_mtrl_light
drawable abc_text_select_handle_right_mtrl_dark
drawable abc_text_select_handle_right_mtrl_light
drawable abc_textfield_activated_mtrl_alpha
drawable abc_textfield_default_mtrl_alpha
drawable abc_textfield_search_activated_mtrl_alpha
drawable abc_textfield_search_default_mtrl_alpha
drawable abc_textfield_search_material
drawable abc_vector_test
drawable btn_checkbox_checked_mtrl
drawable btn_checkbox_checked_to_unchecked_mtrl_animation
drawable btn_checkbox_unchecked_mtrl
drawable btn_checkbox_unchecked_to_checked_mtrl_animation
drawable btn_radio_off_mtrl
drawable btn_radio_off_to_on_mtrl_animation
drawable btn_radio_on_mtrl
drawable btn_radio_on_to_off_mtrl_animation
drawable ic_launcher_background
drawable ic_launcher_foreground
drawable logo
drawable logotext
drawable notification_action_background
drawable notification_bg
drawable notification_bg_low
drawable notification_bg_low_normal
drawable notification_bg_low_pressed
drawable notification_bg_normal
drawable notification_bg_normal_pressed
drawable notification_icon_background
drawable notification_template_icon_bg
drawable notification_template_icon_low_bg
drawable notification_tile_bg
drawable notify_panel_notification_icon_bg
drawable tooltip_frame_dark
drawable tooltip_frame_light
id ALT
id CTRL
id FUNCTION
id META
id SHIFT
id SYM
id accessibility_action_clickable_span
id accessibility_custom_action_0
id accessibility_custom_action_1
id accessibility_custom_action_10
id accessibility_custom_action_11
id accessibility_custom_action_12
id accessibility_custom_action_13
id accessibility_custom_action_14
id accessibility_custom_action_15
id accessibility_custom_action_16
id accessibility_custom_action_17
id accessibility_custom_action_18
id accessibility_custom_action_19
id accessibility_custom_action_2
id accessibility_custom_action_20
id accessibility_custom_action_21
id accessibility_custom_action_22
id accessibility_custom_action_23
id accessibility_custom_action_24
id accessibility_custom_action_25
id accessibility_custom_action_26
id accessibility_custom_action_27
id accessibility_custom_action_28
id accessibility_custom_action_29
id accessibility_custom_action_3
id accessibility_custom_action_30
id accessibility_custom_action_31
id accessibility_custom_action_4
id accessibility_custom_action_5
id accessibility_custom_action_6
id accessibility_custom_action_7
id accessibility_custom_action_8
id accessibility_custom_action_9
id action_bar
id action_bar_activity_content
id action_bar_container
id action_bar_root
id action_bar_spinner
id action_bar_subtitle
id action_bar_title
id action_container
id action_context_bar
id action_divider
id action_image
id action_menu_divider
id action_menu_presenter
id action_mode_bar
id action_mode_bar_stub
id action_mode_close_button
id action_text
id actions
id activity_chooser_view_content
id add
id alertTitle
id always
id async
id barrier
id beginning
id blocking
id bottom
id buttonPanel
id center_vertical
id chains
id checkbox
id checked
id chronometer
id collapseActionView
id container
id content
id contentPanel
id custom
id customPanel
id decor_content_parent
id default_activity_button
id dialog_button
id dimensions
id direct
id disableHome
id edit_query
id end
id expand_activities_button
id expanded_menu
id forever
id gone
id group_divider
id groups
id home
id homeAsUp
id icon
id icon_group
id ifRoom
id image
id info
id invisible
id italic
id left
id line1
id line3
id listMode
id list_item
id logo
id logotext
id message
id middle
id multiply
id never
id none
id normal
id notification_background
id notification_main_column
id notification_main_column_container
id off
id on
id packed
id parent
id parentPanel
id percent
id progress_circular
id progress_horizontal
id radio
id right
id right_icon
id right_side
id screen
id scrollIndicatorDown
id scrollIndicatorUp
id scrollView
id search_badge
id search_bar
id search_button
id search_close_btn
id search_edit_frame
id search_go_btn
id search_mag_icon
id search_plate
id search_src_text
id search_voice_btn
id select_dialog_listview
id shortcut
id showCustom
id showHome
id showTitle
id spacer
id split_action_bar
id spread
id spread_inside
id src_atop
id src_in
id src_over
id standard
id start
id submenuarrow
id submit_area
id tabMode
id tag_accessibility_actions
id tag_accessibility_clickable_spans
id tag_accessibility_heading
id tag_accessibility_pane_title
id tag_screen_reader_focusable
id tag_transition_group
id tag_unhandled_key_event_manager
id tag_unhandled_key_listeners
id text
id text2
id textSpacerNoButtons
id textSpacerNoTitle
id texture
id time
id title
id titleDividerNoCustom
id title_template
id top
id topPanel
id tracking_overlay
id unchecked
id uniform
id up
id useLogo
id withText
id wrap
id wrap_content
integer abc_config_activityDefaultDur
integer abc_config_activityShortDur
integer cancel_button_image_alpha
integer config_tooltipAnimTime
integer status_bar_notification_info_maxnum
interpolator btn_checkbox_checked_mtrl_animation_interpolator_0
interpolator btn_checkbox_checked_mtrl_animation_interpolator_1
interpolator btn_checkbox_unchecked_mtrl_animation_interpolator_0
interpolator btn_checkbox_unchecked_mtrl_animation_interpolator_1
interpolator btn_radio_to_off_mtrl_animation_interpolator_0
interpolator btn_radio_to_on_mtrl_animation_interpolator_0
interpolator fast_out_slow_in
layout abc_action_bar_title_item
layout abc_action_bar_up_container
layout abc_action_menu_item_layout
layout abc_action_menu_layout
layout abc_action_mode_bar
layout abc_action_mode_close_item_material
layout abc_activity_chooser_view
layout abc_activity_chooser_view_list_item
layout abc_alert_dialog_button_bar_material
layout abc_alert_dialog_material
layout abc_alert_dialog_title_material
layout abc_cascading_menu_item_layout
layout abc_dialog_title_material
layout abc_expanded_menu_layout
layout abc_list_menu_item_checkbox
layout abc_list_menu_item_icon
layout abc_list_menu_item_layout
layout abc_list_menu_item_radio
layout abc_popup_menu_header_item_layout
layout abc_popup_menu_item_layout
layout abc_screen_content_include
layout abc_screen_simple
layout abc_screen_simple_overlay_action_mode
layout abc_screen_toolbar
layout abc_search_dropdown_item_icons_2line
layout abc_search_view
layout abc_select_dialog_material
layout abc_tooltip
layout activity_camera
layout camera_connection_fragment_tracking
layout custom_dialog
layout main
layout notification_action
layout notification_action_tombstone
layout notification_template_custom_big
layout notification_template_icon_group
layout notification_template_part_chronometer
layout notification_template_part_time
layout select_dialog_item_material
layout select_dialog_multichoice_material
layout select_dialog_singlechoice_material
layout support_simple_spinner_dropdown_item
mipmap ic_launcher
mipmap ic_launcher_round
string abc_action_bar_home_description
string abc_action_bar_up_description
string abc_action_menu_overflow_description
string abc_action_mode_done
string abc_activity_chooser_view_see_all
string abc_activitychooserview_choose_application
string abc_capital_off
string abc_capital_on
string abc_menu_alt_shortcut_label
string abc_menu_ctrl_shortcut_label
string abc_menu_delete_shortcut_label
string abc_menu_enter_shortcut_label
string abc_menu_function_shortcut_label
string abc_menu_meta_shortcut_label
string abc_menu_shift_shortcut_label
string abc_menu_space_shortcut_label
string abc_menu_sym_shortcut_label
string abc_prepend_shortcut_label
string abc_search_hint
string abc_searchview_description_clear
string abc_searchview_description_query
string abc_searchview_description_search
string abc_searchview_description_submit
string abc_searchview_description_voice
string abc_shareactionprovider_share_with
string abc_shareactionprovider_share_with_application
string abc_toolbar_collapse_description
string app_name
string camera_error
string search_menu_title
string status_bar_notification_info_overflow
style AlertDialog_AppCompat
style AlertDialog_AppCompat_Light
style Animation_AppCompat_Dialog
style Animation_AppCompat_DropDownUp
style Animation_AppCompat_Tooltip
style AppTheme
style Base_AlertDialog_AppCompat
style Base_AlertDialog_AppCompat_Light
style Base_Animation_AppCompat_Dialog
style Base_Animation_AppCompat_DropDownUp
style Base_Animation_AppCompat_Tooltip
style Base_DialogWindowTitle_AppCompat
style Base_DialogWindowTitleBackground_AppCompat
style Base_TextAppearance_AppCompat
style Base_TextAppearance_AppCompat_Body1
style Base_TextAppearance_AppCompat_Body2
style Base_TextAppearance_AppCompat_Button
style Base_TextAppearance_AppCompat_Caption
style Base_TextAppearance_AppCompat_Display1
style Base_TextAppearance_AppCompat_Display2
style Base_TextAppearance_AppCompat_Display3
style Base_TextAppearance_AppCompat_Display4
style Base_TextAppearance_AppCompat_Headline
style Base_TextAppearance_AppCompat_Inverse
style Base_TextAppearance_AppCompat_Large
style Base_TextAppearance_AppCompat_Large_Inverse
style Base_TextAppearance_AppCompat_Light_Widget_PopupMenu_Large
style Base_TextAppearance_AppCompat_Light_Widget_PopupMenu_Small
style Base_TextAppearance_AppCompat_Medium
style Base_TextAppearance_AppCompat_Medium_Inverse
style Base_TextAppearance_AppCompat_Menu
style Base_TextAppearance_AppCompat_SearchResult
style Base_TextAppearance_AppCompat_SearchResult_Subtitle
style Base_TextAppearance_AppCompat_SearchResult_Title
style Base_TextAppearance_AppCompat_Small
style Base_TextAppearance_AppCompat_Small_Inverse
style Base_TextAppearance_AppCompat_Subhead
style Base_TextAppearance_AppCompat_Subhead_Inverse
style Base_TextAppearance_AppCompat_Title
style Base_TextAppearance_AppCompat_Title_Inverse
style Base_TextAppearance_AppCompat_Tooltip
style Base_TextAppearance_AppCompat_Widget_ActionBar_Menu
style Base_TextAppearance_AppCompat_Widget_ActionBar_Subtitle
style Base_TextAppearance_AppCompat_Widget_ActionBar_Subtitle_Inverse
style Base_TextAppearance_AppCompat_Widget_ActionBar_Title
style Base_TextAppearance_AppCompat_Widget_ActionBar_Title_Inverse
style Base_TextAppearance_AppCompat_Widget_ActionMode_Subtitle
style Base_TextAppearance_AppCompat_Widget_ActionMode_Title
style Base_TextAppearance_AppCompat_Widget_Button
style Base_TextAppearance_AppCompat_Widget_Button_Borderless_Colored
style Base_TextAppearance_AppCompat_Widget_Button_Colored
style Base_TextAppearance_AppCompat_Widget_Button_Inverse
style Base_TextAppearance_AppCompat_Widget_DropDownItem
style Base_TextAppearance_AppCompat_Widget_PopupMenu_Header
style Base_TextAppearance_AppCompat_Widget_PopupMenu_Large
style Base_TextAppearance_AppCompat_Widget_PopupMenu_Small
style Base_TextAppearance_AppCompat_Widget_Switch
style Base_TextAppearance_AppCompat_Widget_TextView_SpinnerItem
style Base_TextAppearance_Widget_AppCompat_ExpandedMenu_Item
style Base_TextAppearance_Widget_AppCompat_Toolbar_Subtitle
style Base_TextAppearance_Widget_AppCompat_Toolbar_Title
style Base_Theme_AppCompat
style Base_Theme_AppCompat_CompactMenu
style Base_Theme_AppCompat_Dialog
style Base_Theme_AppCompat_Dialog_Alert
style Base_Theme_AppCompat_Dialog_FixedSize
style Base_Theme_AppCompat_Dialog_MinWidth
style Base_Theme_AppCompat_DialogWhenLarge
style Base_Theme_AppCompat_Light
style Base_Theme_AppCompat_Light_DarkActionBar
style Base_Theme_AppCompat_Light_Dialog
style Base_Theme_AppCompat_Light_Dialog_Alert
style Base_Theme_AppCompat_Light_Dialog_FixedSize
style Base_Theme_AppCompat_Light_Dialog_MinWidth
style Base_Theme_AppCompat_Light_DialogWhenLarge
style Base_ThemeOverlay_AppCompat
style Base_ThemeOverlay_AppCompat_ActionBar
style Base_ThemeOverlay_AppCompat_Dark
style Base_ThemeOverlay_AppCompat_Dark_ActionBar
style Base_ThemeOverlay_AppCompat_Dialog
style Base_ThemeOverlay_AppCompat_Dialog_Alert
style Base_ThemeOverlay_AppCompat_Light
style Base_V21_Theme_AppCompat
style Base_V21_Theme_AppCompat_Dialog
style Base_V21_Theme_AppCompat_Light
style Base_V21_Theme_AppCompat_Light_Dialog
style Base_V21_ThemeOverlay_AppCompat_Dialog
style Base_V22_Theme_AppCompat
style Base_V22_Theme_AppCompat_Light
style Base_V23_Theme_AppCompat
style Base_V23_Theme_AppCompat_Light
style Base_V26_Theme_AppCompat
style Base_V26_Theme_AppCompat_Light
style Base_V26_Widget_AppCompat_Toolbar
style Base_V28_Theme_AppCompat
style Base_V28_Theme_AppCompat_Light
style Base_V7_Theme_AppCompat
style Base_V7_Theme_AppCompat_Dialog
style Base_V7_Theme_AppCompat_Light
style Base_V7_Theme_AppCompat_Light_Dialog
style Base_V7_ThemeOverlay_AppCompat_Dialog
style Base_V7_Widget_AppCompat_AutoCompleteTextView
style Base_V7_Widget_AppCompat_EditText
style Base_V7_Widget_AppCompat_Toolbar
style Base_Widget_AppCompat_ActionBar
style Base_Widget_AppCompat_ActionBar_Solid
style Base_Widget_AppCompat_ActionBar_TabBar
style Base_Widget_AppCompat_ActionBar_TabText
style Base_Widget_AppCompat_ActionBar_TabView
style Base_Widget_AppCompat_ActionButton
style Base_Widget_AppCompat_ActionButton_CloseMode
style Base_Widget_AppCompat_ActionButton_Overflow
style Base_Widget_AppCompat_ActionMode
style Base_Widget_AppCompat_ActivityChooserView
style Base_Widget_AppCompat_AutoCompleteTextView
style Base_Widget_AppCompat_Button
style Base_Widget_AppCompat_Button_Borderless
style Base_Widget_AppCompat_Button_Borderless_Colored
style Base_Widget_AppCompat_Button_ButtonBar_AlertDialog
style Base_Widget_AppCompat_Button_Colored
style Base_Widget_AppCompat_Button_Small
style Base_Widget_AppCompat_ButtonBar
style Base_Widget_AppCompat_ButtonBar_AlertDialog
style Base_Widget_AppCompat_CompoundButton_CheckBox
style Base_Widget_AppCompat_CompoundButton_RadioButton
style Base_Widget_AppCompat_CompoundButton_Switch
style Base_Widget_AppCompat_DrawerArrowToggle
style Base_Widget_AppCompat_DrawerArrowToggle_Common
style Base_Widget_AppCompat_DropDownItem_Spinner
style Base_Widget_AppCompat_EditText
style Base_Widget_AppCompat_ImageButton
style Base_Widget_AppCompat_Light_ActionBar
style Base_Widget_AppCompat_Light_ActionBar_Solid
style Base_Widget_AppCompat_Light_ActionBar_TabBar
style Base_Widget_AppCompat_Light_ActionBar_TabText
style Base_Widget_AppCompat_Light_ActionBar_TabText_Inverse
style Base_Widget_AppCompat_Light_ActionBar_TabView
style Base_Widget_AppCompat_Light_PopupMenu
style Base_Widget_AppCompat_Light_PopupMenu_Overflow
style Base_Widget_AppCompat_ListMenuView
style Base_Widget_AppCompat_ListPopupWindow
style Base_Widget_AppCompat_ListView
style Base_Widget_AppCompat_ListView_DropDown
style Base_Widget_AppCompat_ListView_Menu
style Base_Widget_AppCompat_PopupMenu
style Base_Widget_AppCompat_PopupMenu_Overflow
style Base_Widget_AppCompat_PopupWindow
style Base_Widget_AppCompat_ProgressBar
style Base_Widget_AppCompat_ProgressBar_Horizontal
style Base_Widget_AppCompat_RatingBar
style Base_Widget_AppCompat_RatingBar_Indicator
style Base_Widget_AppCompat_RatingBar_Small
style Base_Widget_AppCompat_SearchView
style Base_Widget_AppCompat_SearchView_ActionBar
style Base_Widget_AppCompat_SeekBar
style Base_Widget_AppCompat_SeekBar_Discrete
style Base_Widget_AppCompat_Spinner
style Base_Widget_AppCompat_Spinner_Underlined
style Base_Widget_AppCompat_TextView
style Base_Widget_AppCompat_TextView_SpinnerItem
style Base_Widget_AppCompat_Toolbar
style Base_Widget_AppCompat_Toolbar_Button_Navigation
style Platform_AppCompat
style Platform_AppCompat_Light
style Platform_ThemeOverlay_AppCompat
style Platform_ThemeOverlay_AppCompat_Dark
style Platform_ThemeOverlay_AppCompat_Light
style Platform_V21_AppCompat
style Platform_V21_AppCompat_Light
style Platform_V25_AppCompat
style Platform_V25_AppCompat_Light
style Platform_Widget_AppCompat_Spinner
style RtlOverlay_DialogWindowTitle_AppCompat
style RtlOverlay_Widget_AppCompat_ActionBar_TitleItem
style RtlOverlay_Widget_AppCompat_DialogTitle_Icon
style RtlOverlay_Widget_AppCompat_PopupMenuItem
style RtlOverlay_Widget_AppCompat_PopupMenuItem_InternalGroup
style RtlOverlay_Widget_AppCompat_PopupMenuItem_Shortcut
style RtlOverlay_Widget_AppCompat_PopupMenuItem_SubmenuArrow
style RtlOverlay_Widget_AppCompat_PopupMenuItem_Text
style RtlOverlay_Widget_AppCompat_PopupMenuItem_Title
style RtlOverlay_Widget_AppCompat_Search_DropDown
style RtlOverlay_Widget_AppCompat_Search_DropDown_Icon1
style RtlOverlay_Widget_AppCompat_Search_DropDown_Icon2
style RtlOverlay_Widget_AppCompat_Search_DropDown_Query
style RtlOverlay_Widget_AppCompat_Search_DropDown_Text
style RtlOverlay_Widget_AppCompat_SearchView_MagIcon
style RtlUnderlay_Widget_AppCompat_ActionButton
style RtlUnderlay_Widget_AppCompat_ActionButton_Overflow
style TextAppearance_AppCompat
style TextAppearance_AppCompat_Body1
style TextAppearance_AppCompat_Body2
style TextAppearance_AppCompat_Button
style TextAppearance_AppCompat_Caption
style TextAppearance_AppCompat_Display1
style TextAppearance_AppCompat_Display2
style TextAppearance_AppCompat_Display3
style TextAppearance_AppCompat_Display4
style TextAppearance_AppCompat_Headline
style TextAppearance_AppCompat_Inverse
style TextAppearance_AppCompat_Large
style TextAppearance_AppCompat_Large_Inverse
style TextAppearance_AppCompat_Light_SearchResult_Subtitle
style TextAppearance_AppCompat_Light_SearchResult_Title
style TextAppearance_AppCompat_Light_Widget_PopupMenu_Large
style TextAppearance_AppCompat_Light_Widget_PopupMenu_Small
style TextAppearance_AppCompat_Medium
style TextAppearance_AppCompat_Medium_Inverse
style TextAppearance_AppCompat_Menu
style TextAppearance_AppCompat_SearchResult_Subtitle
style TextAppearance_AppCompat_SearchResult_Title
style TextAppearance_AppCompat_Small
style TextAppearance_AppCompat_Small_Inverse
style TextAppearance_AppCompat_Subhead
style TextAppearance_AppCompat_Subhead_Inverse
style TextAppearance_AppCompat_Title
style TextAppearance_AppCompat_Title_Inverse
style TextAppearance_AppCompat_Tooltip
style TextAppearance_AppCompat_Widget_ActionBar_Menu
style TextAppearance_AppCompat_Widget_ActionBar_Subtitle
style TextAppearance_AppCompat_Widget_ActionBar_Subtitle_Inverse
style TextAppearance_AppCompat_Widget_ActionBar_Title
style TextAppearance_AppCompat_Widget_ActionBar_Title_Inverse
style TextAppearance_AppCompat_Widget_ActionMode_Subtitle
style TextAppearance_AppCompat_Widget_ActionMode_Subtitle_Inverse
style TextAppearance_AppCompat_Widget_ActionMode_Title
style TextAppearance_AppCompat_Widget_ActionMode_Title_Inverse
style TextAppearance_AppCompat_Widget_Button
style TextAppearance_AppCompat_Widget_Button_Borderless_Colored
style TextAppearance_AppCompat_Widget_Button_Colored
style TextAppearance_AppCompat_Widget_Button_Inverse
style TextAppearance_AppCompat_Widget_DropDownItem
style TextAppearance_AppCompat_Widget_PopupMenu_Header
style TextAppearance_AppCompat_Widget_PopupMenu_Large
style TextAppearance_AppCompat_Widget_PopupMenu_Small
style TextAppearance_AppCompat_Widget_Switch
style TextAppearance_AppCompat_Widget_TextView_SpinnerItem
style TextAppearance_Compat_Notification
style TextAppearance_Compat_Notification_Info
style TextAppearance_Compat_Notification_Line2
style TextAppearance_Compat_Notification_Time
style TextAppearance_Compat_Notification_Title
style TextAppearance_Widget_AppCompat_ExpandedMenu_Item
style TextAppearance_Widget_AppCompat_Toolbar_Subtitle
style TextAppearance_Widget_AppCompat_Toolbar_Title
style Theme_AppCompat
style Theme_AppCompat_CompactMenu
style Theme_AppCompat_DayNight
style Theme_AppCompat_DayNight_DarkActionBar
style Theme_AppCompat_DayNight_Dialog
style Theme_AppCompat_DayNight_Dialog_Alert
style Theme_AppCompat_DayNight_Dialog_MinWidth
style Theme_AppCompat_DayNight_DialogWhenLarge
style Theme_AppCompat_DayNight_NoActionBar
style Theme_AppCompat_Dialog
style Theme_AppCompat_Dialog_Alert
style Theme_AppCompat_Dialog_MinWidth
style Theme_AppCompat_DialogWhenLarge
style Theme_AppCompat_Light
style Theme_AppCompat_Light_DarkActionBar
style Theme_AppCompat_Light_Dialog
style Theme_AppCompat_Light_Dialog_Alert
style Theme_AppCompat_Light_Dialog_MinWidth
style Theme_AppCompat_Light_DialogWhenLarge
style Theme_AppCompat_Light_NoActionBar
style Theme_AppCompat_NoActionBar
style ThemeOverlay_AppCompat
style ThemeOverlay_AppCompat_ActionBar
style ThemeOverlay_AppCompat_Dark
style ThemeOverlay_AppCompat_Dark_ActionBar
style ThemeOverlay_AppCompat_DayNight
style ThemeOverlay_AppCompat_DayNight_ActionBar
style ThemeOverlay_AppCompat_Dialog
style ThemeOverlay_AppCompat_Dialog_Alert
style ThemeOverlay_AppCompat_Light
style Widget_AppCompat_ActionBar
style Widget_AppCompat_ActionBar_Solid
style Widget_AppCompat_ActionBar_TabBar
style Widget_AppCompat_ActionBar_TabText
style Widget_AppCompat_ActionBar_TabView
style Widget_AppCompat_ActionButton
style Widget_AppCompat_ActionButton_CloseMode
style Widget_AppCompat_ActionButton_Overflow
style Widget_AppCompat_ActionMode
style Widget_AppCompat_ActivityChooserView
style Widget_AppCompat_AutoCompleteTextView
style Widget_AppCompat_Button
style Widget_AppCompat_Button_Borderless
style Widget_AppCompat_Button_Borderless_Colored
style Widget_AppCompat_Button_ButtonBar_AlertDialog
style Widget_AppCompat_Button_Colored
style Widget_AppCompat_Button_Small
style Widget_AppCompat_ButtonBar
style Widget_AppCompat_ButtonBar_AlertDialog
style Widget_AppCompat_CompoundButton_CheckBox
style Widget_AppCompat_CompoundButton_RadioButton
style Widget_AppCompat_CompoundButton_Switch
style Widget_AppCompat_DrawerArrowToggle
style Widget_AppCompat_DropDownItem_Spinner
style Widget_AppCompat_EditText
style Widget_AppCompat_ImageButton
style Widget_AppCompat_Light_ActionBar
style Widget_AppCompat_Light_ActionBar_Solid
style Widget_AppCompat_Light_ActionBar_Solid_Inverse
style Widget_AppCompat_Light_ActionBar_TabBar
style Widget_AppCompat_Light_ActionBar_TabBar_Inverse
style Widget_AppCompat_Light_ActionBar_TabText
style Widget_AppCompat_Light_ActionBar_TabText_Inverse
style Widget_AppCompat_Light_ActionBar_TabView
style Widget_AppCompat_Light_ActionBar_TabView_Inverse
style Widget_AppCompat_Light_ActionButton
style Widget_AppCompat_Light_ActionButton_CloseMode
style Widget_AppCompat_Light_ActionButton_Overflow
style Widget_AppCompat_Light_ActionMode_Inverse
style Widget_AppCompat_Light_ActivityChooserView
style Widget_AppCompat_Light_AutoCompleteTextView
style Widget_AppCompat_Light_DropDownItem_Spinner
style Widget_AppCompat_Light_ListPopupWindow
style Widget_AppCompat_Light_ListView_DropDown
style Widget_AppCompat_Light_PopupMenu
style Widget_AppCompat_Light_PopupMenu_Overflow
style Widget_AppCompat_Light_SearchView
style Widget_AppCompat_Light_Spinner_DropDown_ActionBar
style Widget_AppCompat_ListMenuView
style Widget_AppCompat_ListPopupWindow
style Widget_AppCompat_ListView
style Widget_AppCompat_ListView_DropDown
style Widget_AppCompat_ListView_Menu
style Widget_AppCompat_PopupMenu
style Widget_AppCompat_PopupMenu_Overflow
style Widget_AppCompat_PopupWindow
style Widget_AppCompat_ProgressBar
style Widget_AppCompat_ProgressBar_Horizontal
style Widget_AppCompat_RatingBar
style Widget_AppCompat_RatingBar_Indicator
style Widget_AppCompat_RatingBar_Small
style Widget_AppCompat_SearchView
style Widget_AppCompat_SearchView_ActionBar
style Widget_AppCompat_SeekBar
style Widget_AppCompat_SeekBar_Discrete
style Widget_AppCompat_Spinner
style Widget_AppCompat_Spinner_DropDown
style Widget_AppCompat_Spinner_DropDown_ActionBar
style Widget_AppCompat_Spinner_Underlined
style Widget_AppCompat_TextView
style Widget_AppCompat_TextView_SpinnerItem
style Widget_AppCompat_Toolbar
style Widget_AppCompat_Toolbar_Button_Navigation
style Widget_Compat_NotificationActionContainer
style Widget_Compat_NotificationActionText
styleable ActionBar background backgroundSplit backgroundStacked contentInsetEnd contentInsetEndWithActions contentInsetLeft contentInsetRight contentInsetStart contentInsetStartWithNavigation customNavigationLayout displayOptions divider elevation height hideOnContentScroll homeAsUpIndicator homeLayout icon indeterminateProgressStyle itemPadding logo navigationMode popupTheme progressBarPadding progressBarStyle subtitle subtitleTextStyle title titleTextStyle
styleable ActionBarLayout android_layout_gravity
styleable ActionMenuItemView android_minWidth
styleable ActionMenuView
styleable ActionMode background backgroundSplit closeItemLayout height subtitleTextStyle titleTextStyle
styleable ActivityChooserView expandActivityOverflowButtonDrawable initialActivityCount
styleable AlertDialog android_layout buttonIconDimen buttonPanelSideLayout listItemLayout listLayout multiChoiceItemLayout showTitle singleChoiceItemLayout
styleable AnimatedStateListDrawableCompat android_dither android_visible android_variablePadding android_constantSize android_enterFadeDuration android_exitFadeDuration
styleable AnimatedStateListDrawableItem android_id android_drawable
styleable AnimatedStateListDrawableTransition android_drawable android_toId android_fromId android_reversible
styleable AppCompatImageView android_src srcCompat tint tintMode
styleable AppCompatSeekBar android_thumb tickMark tickMarkTint tickMarkTintMode
styleable AppCompatTextHelper android_textAppearance android_drawableTop android_drawableBottom android_drawableLeft android_drawableRight android_drawableStart android_drawableEnd
styleable AppCompatTextView android_textAppearance autoSizeMaxTextSize autoSizeMinTextSize autoSizePresetSizes autoSizeStepGranularity autoSizeTextType drawableBottomCompat drawableEndCompat drawableLeftCompat drawableRightCompat drawableStartCompat drawableTint drawableTintMode drawableTopCompat firstBaselineToTopHeight fontFamily fontVariationSettings lastBaselineToBottomHeight lineHeight textAllCaps textLocale
styleable AppCompatTheme android_windowIsFloating android_windowAnimationStyle actionBarDivider actionBarItemBackground actionBarPopupTheme actionBarSize actionBarSplitStyle actionBarStyle actionBarTabBarStyle actionBarTabStyle actionBarTabTextStyle actionBarTheme actionBarWidgetTheme actionButtonStyle actionDropDownStyle actionMenuTextAppearance actionMenuTextColor actionModeBackground actionModeCloseButtonStyle actionModeCloseDrawable actionModeCopyDrawable actionModeCutDrawable actionModeFindDrawable actionModePasteDrawable actionModePopupWindowStyle actionModeSelectAllDrawable actionModeShareDrawable actionModeSplitBackground actionModeStyle actionModeWebSearchDrawable actionOverflowButtonStyle actionOverflowMenuStyle activityChooserViewStyle alertDialogButtonGroupStyle alertDialogCenterButtons alertDialogStyle alertDialogTheme autoCompleteTextViewStyle borderlessButtonStyle buttonBarButtonStyle buttonBarNegativeButtonStyle buttonBarNeutralButtonStyle buttonBarPositiveButtonStyle buttonBarStyle buttonStyle buttonStyleSmall checkboxStyle checkedTextViewStyle colorAccent colorBackgroundFloating colorButtonNormal colorControlActivated colorControlHighlight colorControlNormal colorError colorPrimary colorPrimaryDark colorSwitchThumbNormal controlBackground dialogCornerRadius dialogPreferredPadding dialogTheme dividerHorizontal dividerVertical dropDownListViewStyle dropdownListPreferredItemHeight editTextBackground editTextColor editTextStyle homeAsUpIndicator imageButtonStyle listChoiceBackgroundIndicator listChoiceIndicatorMultipleAnimated listChoiceIndicatorSingleAnimated listDividerAlertDialog listMenuViewStyle listPopupWindowStyle listPreferredItemHeight listPreferredItemHeightLarge listPreferredItemHeightSmall listPreferredItemPaddingEnd listPreferredItemPaddingLeft listPreferredItemPaddingRight listPreferredItemPaddingStart panelBackground panelMenuListTheme panelMenuListWidth popupMenuStyle popupWindowStyle radioButtonStyle ratingBarStyle ratingBarStyleIndicator ratingBarStyleSmall searchViewStyle seekBarStyle selectableItemBackground selectableItemBackgroundBorderless spinnerDropDownItemStyle spinnerStyle switchStyle textAppearanceLargePopupMenu textAppearanceListItem textAppearanceListItemSecondary textAppearanceListItemSmall textAppearancePopupMenuHeader textAppearanceSearchResultSubtitle textAppearanceSearchResultTitle textAppearanceSmallPopupMenu textColorAlertDialogListItem textColorSearchUrl toolbarNavigationButtonStyle toolbarStyle tooltipForegroundColor tooltipFrameBackground viewInflaterClass windowActionBar windowActionBarOverlay windowActionModeOverlay windowFixedHeightMajor windowFixedHeightMinor windowFixedWidthMajor windowFixedWidthMinor windowMinWidthMajor windowMinWidthMinor windowNoTitle
styleable ButtonBarLayout allowStacking
styleable ColorStateListItem android_color android_alpha alpha
styleable CompoundButton android_button buttonCompat buttonTint buttonTintMode
styleable ConstraintLayout_Layout android_orientation android_maxWidth android_maxHeight android_minWidth android_minHeight barrierAllowsGoneWidgets barrierDirection chainUseRtl constraintSet constraint_referenced_ids layout_constrainedHeight layout_constrainedWidth layout_constraintBaseline_creator layout_constraintBaseline_toBaselineOf layout_constraintBottom_creator layout_constraintBottom_toBottomOf layout_constraintBottom_toTopOf layout_constraintCircle layout_constraintCircleAngle layout_constraintCircleRadius layout_constraintDimensionRatio layout_constraintEnd_toEndOf layout_constraintEnd_toStartOf layout_constraintGuide_begin layout_constraintGuide_end layout_constraintGuide_percent layout_constraintHeight_default layout_constraintHeight_max layout_constraintHeight_min layout_constraintHeight_percent layout_constraintHorizontal_bias layout_constraintHorizontal_chainStyle layout_constraintHorizontal_weight layout_constraintLeft_creator layout_constraintLeft_toLeftOf layout_constraintLeft_toRightOf layout_constraintRight_creator layout_constraintRight_toLeftOf layout_constraintRight_toRightOf layout_constraintStart_toEndOf layout_constraintStart_toStartOf layout_constraintTop_creator layout_constraintTop_toBottomOf layout_constraintTop_toTopOf layout_constraintVertical_bias layout_constraintVertical_chainStyle layout_constraintVertical_weight layout_constraintWidth_default layout_constraintWidth_max layout_constraintWidth_min layout_constraintWidth_percent layout_editor_absoluteX layout_editor_absoluteY layout_goneMarginBottom layout_goneMarginEnd layout_goneMarginLeft layout_goneMarginRight layout_goneMarginStart layout_goneMarginTop layout_optimizationLevel
styleable ConstraintLayout_placeholder content emptyVisibility
styleable ConstraintSet android_orientation android_id android_visibility android_layout_width android_layout_height android_layout_marginLeft android_layout_marginTop android_layout_marginRight android_layout_marginBottom android_maxWidth android_maxHeight android_minWidth android_minHeight android_alpha android_transformPivotX android_transformPivotY android_translationX android_translationY android_scaleX android_scaleY android_rotation android_rotationX android_rotationY android_layout_marginStart android_layout_marginEnd android_translationZ android_elevation barrierAllowsGoneWidgets barrierDirection chainUseRtl constraint_referenced_ids layout_constrainedHeight layout_constrainedWidth layout_constraintBaseline_creator layout_constraintBaseline_toBaselineOf layout_constraintBottom_creator layout_constraintBottom_toBottomOf layout_constraintBottom_toTopOf layout_constraintCircle layout_constraintCircleAngle layout_constraintCircleRadius layout_constraintDimensionRatio layout_constraintEnd_toEndOf layout_constraintEnd_toStartOf layout_constraintGuide_begin layout_constraintGuide_end layout_constraintGuide_percent layout_constraintHeight_default layout_constraintHeight_max layout_constraintHeight_min layout_constraintHeight_percent layout_constraintHorizontal_bias layout_constraintHorizontal_chainStyle layout_constraintHorizontal_weight layout_constraintLeft_creator layout_constraintLeft_toLeftOf layout_constraintLeft_toRightOf layout_constraintRight_creator layout_constraintRight_toLeftOf layout_constraintRight_toRightOf layout_constraintStart_toEndOf layout_constraintStart_toStartOf layout_constraintTop_creator layout_constraintTop_toBottomOf layout_constraintTop_toTopOf layout_constraintVertical_bias layout_constraintVertical_chainStyle layout_constraintVertical_weight layout_constraintWidth_default layout_constraintWidth_max layout_constraintWidth_min layout_constraintWidth_percent layout_editor_absoluteX layout_editor_absoluteY layout_goneMarginBottom layout_goneMarginEnd layout_goneMarginLeft layout_goneMarginRight layout_goneMarginStart layout_goneMarginTop
styleable DrawerArrowToggle arrowHeadLength arrowShaftLength barLength color drawableSize gapBetweenBars spinBars thickness
styleable FontFamily fontProviderAuthority fontProviderCerts fontProviderFetchStrategy fontProviderFetchTimeout fontProviderPackage fontProviderQuery
styleable FontFamilyFont android_font android_fontWeight android_fontStyle android_ttcIndex android_fontVariationSettings font fontStyle fontVariationSettings fontWeight ttcIndex
styleable GradientColor android_startColor android_endColor android_type android_centerX android_centerY android_gradientRadius android_tileMode android_centerColor android_startX android_startY android_endX android_endY
styleable GradientColorItem android_color android_offset
styleable LinearConstraintLayout android_orientation
styleable LinearLayoutCompat android_gravity android_orientation android_baselineAligned android_baselineAlignedChildIndex android_weightSum divider dividerPadding measureWithLargestChild showDividers
styleable LinearLayoutCompat_Layout android_layout_gravity android_layout_width android_layout_height android_layout_weight
styleable ListPopupWindow android_dropDownHorizontalOffset android_dropDownVerticalOffset
styleable MenuGroup android_enabled android_id android_visible android_menuCategory android_orderInCategory android_checkableBehavior
styleable MenuItem android_icon android_enabled android_id android_checked android_visible android_menuCategory android_orderInCategory android_title android_titleCondensed android_alphabeticShortcut android_numericShortcut android_checkable android_onClick actionLayout actionProviderClass actionViewClass alphabeticModifiers contentDescription iconTint iconTintMode numericModifiers showAsAction tooltipText
styleable MenuView android_windowAnimationStyle android_itemTextAppearance android_horizontalDivider android_verticalDivider android_headerBackground android_itemBackground android_itemIconDisabledAlpha preserveIconSpacing subMenuArrow
styleable PopupWindow android_popupBackground android_popupAnimationStyle overlapAnchor
styleable PopupWindowBackgroundState state_above_anchor
styleable RecycleListView paddingBottomNoButtons paddingTopNoTitle
styleable SearchView android_focusable android_maxWidth android_inputType android_imeOptions closeIcon commitIcon defaultQueryHint goIcon iconifiedByDefault layout queryBackground queryHint searchHintIcon searchIcon submitBackground suggestionRowLayout voiceIcon
styleable Spinner android_entries android_popupBackground android_prompt android_dropDownWidth popupTheme
styleable StateListDrawable android_dither android_visible android_variablePadding android_constantSize android_enterFadeDuration android_exitFadeDuration
styleable StateListDrawableItem android_drawable
styleable SwitchCompat android_textOn android_textOff android_thumb showText splitTrack switchMinWidth switchPadding switchTextAppearance thumbTextPadding thumbTint thumbTintMode track trackTint trackTintMode
styleable TextAppearance android_textSize android_typeface android_textStyle android_textColor android_textColorHint android_textColorLink android_shadowColor android_shadowDx android_shadowDy android_shadowRadius android_fontFamily android_textFontWeight fontFamily fontVariationSettings textAllCaps textLocale
styleable Toolbar android_gravity android_minHeight buttonGravity collapseContentDescription collapseIcon contentInsetEnd contentInsetEndWithActions contentInsetLeft contentInsetRight contentInsetStart contentInsetStartWithNavigation logo logoDescription maxButtonHeight menu navigationContentDescription navigationIcon popupTheme subtitle subtitleTextAppearance subtitleTextColor title titleMargin titleMarginBottom titleMarginEnd titleMarginStart titleMarginTop titleMargins titleTextAppearance titleTextColor
styleable View android_theme android_focusable paddingEnd paddingStart theme
styleable ViewBackgroundHelper android_background backgroundTint backgroundTintMode
styleable ViewStubCompat android_id android_layout android_inflatedId
{
"version": 1,
"artifactType": {
"type": "APK",
"kind": "Directory"
},
"applicationId": "org.tensorflow.lite.examples.detection",
"variantName": "debug",
"elements": [
{
"type": "SINGLE",
"filters": [],
"properties": [],
"versionCode": 1,
"versionName": "1",
"enabled": true,
"outputFile": "app-debug.apk"
}
]
}
\ No newline at end of file
-- Merging decision tree log ---
manifest
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
MERGED from [androidx.appcompat:appcompat:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c2c5fa787d66aaf40578b3071f4d283f\appcompat-1.1.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.constraintlayout:constraintlayout:1.1.3] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28120aa98d624ce8fee0a8087788fd91\constraintlayout-1.1.3\AndroidManifest.xml:2:1-11:12
MERGED from [org.tensorflow:tensorflow-lite:2.2.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c064e374095a9a9421a911f2180c0a63\jetified-tensorflow-lite-2.2.0\AndroidManifest.xml:2:1-12:12
MERGED from [androidx.fragment:fragment:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ce61250d0f7070aaab97d5c03ab2ab2e\fragment-1.1.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.appcompat:appcompat-resources:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\7c534088c709ef4f962350c99f0510e9\jetified-appcompat-resources-1.1.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.drawerlayout:drawerlayout:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\385ad0333dd34005ac3b322f68c176b9\drawerlayout-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.viewpager:viewpager:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\32e32c376d22cae962a95f2aba892822\viewpager-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.loader:loader:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c3d8ec33b66c793058ded980a54c4fd5\loader-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.activity:activity:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\4d3e32c2f901863288c7ff80fcf0967a\jetified-activity-1.0.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.vectordrawable:vectordrawable-animated:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3cf213e33fb5a76421a4e937ff33f07e\vectordrawable-animated-1.1.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.vectordrawable:vectordrawable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\bde687302d742df89f7d227a2e48b0d9\vectordrawable-1.1.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.customview:customview:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\e968a555a0e08b03627a3441cae31e6b\customview-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:17:1-26:12
MERGED from [androidx.cursoradapter:cursoradapter:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28174e475fcfd6ae966ed5772f6694ac\cursoradapter-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.versionedparcelable:versionedparcelable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3c1a5ebf565097fe10667d6b9a2c1703\versionedparcelable-1.1.0\AndroidManifest.xml:17:1-27:12
MERGED from [androidx.lifecycle:lifecycle-runtime:2.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3f5e37635a712470204c0315e55f1003\lifecycle-runtime-2.1.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.lifecycle:lifecycle-viewmodel:2.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\552d05fff7df0b1caee9db39c74659fe\lifecycle-viewmodel-2.1.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.savedstate:savedstate:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\8a52da53b02a83b08615debb9b2e109c\jetified-savedstate-1.0.0\AndroidManifest.xml:17:1-24:12
MERGED from [androidx.interpolator:interpolator:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3e5d045fdd42de39d437ce94a2ff87c7\interpolator-1.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.lifecycle:lifecycle-livedata:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ed8cc0ac00b11c0234ef1e5a578c70c1\lifecycle-livedata-2.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.lifecycle:lifecycle-livedata-core:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\df4d09f70e3f533a2fede8f96085147c\lifecycle-livedata-core-2.0.0\AndroidManifest.xml:17:1-22:12
MERGED from [androidx.arch.core:core-runtime:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c16c855844b564ee7204d4d6005470fb\core-runtime-2.0.0\AndroidManifest.xml:17:1-22:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
package
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:3:5-53
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
android:versionName
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
android:versionCode
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:1-28:12
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
xmlns:android
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:2:11-69
uses-permission#android.permission.CAMERA
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:5:5-65
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:5:22-62
uses-feature#android.hardware.camera2
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:6:5-60
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:6:19-58
uses-permission#android.permission.RECORD_AUDIO
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:7:5-71
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:7:22-68
uses-permission#android.permission.WRITE_EXTERNAL_STORAGE
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:8:5-81
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:8:22-78
application
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:10:5-26:19
MERGED from [androidx.constraintlayout:constraintlayout:1.1.3] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28120aa98d624ce8fee0a8087788fd91\constraintlayout-1.1.3\AndroidManifest.xml:9:5-20
MERGED from [androidx.constraintlayout:constraintlayout:1.1.3] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28120aa98d624ce8fee0a8087788fd91\constraintlayout-1.1.3\AndroidManifest.xml:9:5-20
MERGED from [org.tensorflow:tensorflow-lite:2.2.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c064e374095a9a9421a911f2180c0a63\jetified-tensorflow-lite-2.2.0\AndroidManifest.xml:10:5-20
MERGED from [org.tensorflow:tensorflow-lite:2.2.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c064e374095a9a9421a911f2180c0a63\jetified-tensorflow-lite-2.2.0\AndroidManifest.xml:10:5-20
MERGED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:24:5-89
MERGED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:24:5-89
MERGED from [androidx.versionedparcelable:versionedparcelable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3c1a5ebf565097fe10667d6b9a2c1703\versionedparcelable-1.1.0\AndroidManifest.xml:24:5-25:19
MERGED from [androidx.versionedparcelable:versionedparcelable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3c1a5ebf565097fe10667d6b9a2c1703\versionedparcelable-1.1.0\AndroidManifest.xml:24:5-25:19
android:appComponentFactory
ADDED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:24:18-86
android:supportsRtl
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:15:9-35
android:label
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:13:9-33
android:roundIcon
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:14:9-54
android:icon
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:12:9-43
android:allowBackup
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:11:9-35
android:theme
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:16:9-40
activity#org.tensorflow.lite.examples.detection.DetectorActivity
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:17:9-18:47
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:18:13-45
activity#org.tensorflow.lite.examples.detection.IntroActivity
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:19:9-25:20
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:19:19-48
intent-filter#action:name:android.intent.action.MAIN+category:name:android.intent.category.LAUNCHER
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:20:13-24:29
action#android.intent.action.MAIN
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:21:17-69
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:21:25-66
category#android.intent.category.LAUNCHER
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:23:17-77
android:name
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml:23:27-74
uses-sdk
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml reason: use-sdk injection requested
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
MERGED from [androidx.appcompat:appcompat:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c2c5fa787d66aaf40578b3071f4d283f\appcompat-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.appcompat:appcompat:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c2c5fa787d66aaf40578b3071f4d283f\appcompat-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.constraintlayout:constraintlayout:1.1.3] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28120aa98d624ce8fee0a8087788fd91\constraintlayout-1.1.3\AndroidManifest.xml:5:5-7:41
MERGED from [androidx.constraintlayout:constraintlayout:1.1.3] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28120aa98d624ce8fee0a8087788fd91\constraintlayout-1.1.3\AndroidManifest.xml:5:5-7:41
MERGED from [org.tensorflow:tensorflow-lite:2.2.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c064e374095a9a9421a911f2180c0a63\jetified-tensorflow-lite-2.2.0\AndroidManifest.xml:7:5-8:41
MERGED from [org.tensorflow:tensorflow-lite:2.2.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c064e374095a9a9421a911f2180c0a63\jetified-tensorflow-lite-2.2.0\AndroidManifest.xml:7:5-8:41
MERGED from [androidx.fragment:fragment:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ce61250d0f7070aaab97d5c03ab2ab2e\fragment-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.fragment:fragment:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ce61250d0f7070aaab97d5c03ab2ab2e\fragment-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.appcompat:appcompat-resources:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\7c534088c709ef4f962350c99f0510e9\jetified-appcompat-resources-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.appcompat:appcompat-resources:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\7c534088c709ef4f962350c99f0510e9\jetified-appcompat-resources-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.drawerlayout:drawerlayout:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\385ad0333dd34005ac3b322f68c176b9\drawerlayout-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.drawerlayout:drawerlayout:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\385ad0333dd34005ac3b322f68c176b9\drawerlayout-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.viewpager:viewpager:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\32e32c376d22cae962a95f2aba892822\viewpager-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.viewpager:viewpager:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\32e32c376d22cae962a95f2aba892822\viewpager-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.loader:loader:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c3d8ec33b66c793058ded980a54c4fd5\loader-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.loader:loader:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c3d8ec33b66c793058ded980a54c4fd5\loader-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.activity:activity:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\4d3e32c2f901863288c7ff80fcf0967a\jetified-activity-1.0.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.activity:activity:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\4d3e32c2f901863288c7ff80fcf0967a\jetified-activity-1.0.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.vectordrawable:vectordrawable-animated:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3cf213e33fb5a76421a4e937ff33f07e\vectordrawable-animated-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.vectordrawable:vectordrawable-animated:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3cf213e33fb5a76421a4e937ff33f07e\vectordrawable-animated-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.vectordrawable:vectordrawable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\bde687302d742df89f7d227a2e48b0d9\vectordrawable-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.vectordrawable:vectordrawable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\bde687302d742df89f7d227a2e48b0d9\vectordrawable-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.customview:customview:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\e968a555a0e08b03627a3441cae31e6b\customview-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.customview:customview:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\e968a555a0e08b03627a3441cae31e6b\customview-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.core:core:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\03736cf4bc3669a69d502627b70a527e\core-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.cursoradapter:cursoradapter:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28174e475fcfd6ae966ed5772f6694ac\cursoradapter-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.cursoradapter:cursoradapter:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\28174e475fcfd6ae966ed5772f6694ac\cursoradapter-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.versionedparcelable:versionedparcelable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3c1a5ebf565097fe10667d6b9a2c1703\versionedparcelable-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.versionedparcelable:versionedparcelable:1.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3c1a5ebf565097fe10667d6b9a2c1703\versionedparcelable-1.1.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.lifecycle:lifecycle-runtime:2.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3f5e37635a712470204c0315e55f1003\lifecycle-runtime-2.1.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.lifecycle:lifecycle-runtime:2.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3f5e37635a712470204c0315e55f1003\lifecycle-runtime-2.1.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.lifecycle:lifecycle-viewmodel:2.1.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\552d05fff7df0b1caee9db39c74659fe\lifecycle-viewmodel-2.1.0\AndroidManifest.xml:20:5-44
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MERGED from [androidx.savedstate:savedstate:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\8a52da53b02a83b08615debb9b2e109c\jetified-savedstate-1.0.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.savedstate:savedstate:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\8a52da53b02a83b08615debb9b2e109c\jetified-savedstate-1.0.0\AndroidManifest.xml:20:5-22:41
MERGED from [androidx.interpolator:interpolator:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3e5d045fdd42de39d437ce94a2ff87c7\interpolator-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.interpolator:interpolator:1.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\3e5d045fdd42de39d437ce94a2ff87c7\interpolator-1.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.lifecycle:lifecycle-livedata:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ed8cc0ac00b11c0234ef1e5a578c70c1\lifecycle-livedata-2.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.lifecycle:lifecycle-livedata:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\ed8cc0ac00b11c0234ef1e5a578c70c1\lifecycle-livedata-2.0.0\AndroidManifest.xml:20:5-44
MERGED from [androidx.lifecycle:lifecycle-livedata-core:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\df4d09f70e3f533a2fede8f96085147c\lifecycle-livedata-core-2.0.0\AndroidManifest.xml:20:5-44
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MERGED from [androidx.arch.core:core-runtime:2.0.0] C:\Users\user\.gradle\caches\transforms-2\files-2.1\c16c855844b564ee7204d4d6005470fb\core-runtime-2.0.0\AndroidManifest.xml:20:5-44
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INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
android:targetSdkVersion
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
android:minSdkVersion
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
ADDED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
MERGED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
INJECTED from C:\Users\user\StudioProjects\MyApplication\app\src\main\AndroidManifest.xml
No preview for this file type
#Fri Jun 12 01:33:47 KST 2020
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-6.1.1-all.zip
#!/usr/bin/env sh
##############################################################################
##
## Gradle start up script for UN*X
##
##############################################################################
# Attempt to set APP_HOME
# Resolve links: $0 may be a link
PRG="$0"
# Need this for relative symlinks.
while [ -h "$PRG" ] ; do
ls=`ls -ld "$PRG"`
link=`expr "$ls" : '.*-> \(.*\)$'`
if expr "$link" : '/.*' > /dev/null; then
PRG="$link"
else
PRG=`dirname "$PRG"`"/$link"
fi
done
SAVED="`pwd`"
cd "`dirname \"$PRG\"`/" >/dev/null
APP_HOME="`pwd -P`"
cd "$SAVED" >/dev/null
APP_NAME="Gradle"
APP_BASE_NAME=`basename "$0"`
# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
DEFAULT_JVM_OPTS=""
# Use the maximum available, or set MAX_FD != -1 to use that value.
MAX_FD="maximum"
warn () {
echo "$*"
}
die () {
echo
echo "$*"
echo
exit 1
}
# OS specific support (must be 'true' or 'false').
cygwin=false
msys=false
darwin=false
nonstop=false
case "`uname`" in
CYGWIN* )
cygwin=true
;;
Darwin* )
darwin=true
;;
MINGW* )
msys=true
;;
NONSTOP* )
nonstop=true
;;
esac
CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
# Determine the Java command to use to start the JVM.
if [ -n "$JAVA_HOME" ] ; then
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
# IBM's JDK on AIX uses strange locations for the executables
JAVACMD="$JAVA_HOME/jre/sh/java"
else
JAVACMD="$JAVA_HOME/bin/java"
fi
if [ ! -x "$JAVACMD" ] ; then
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
else
JAVACMD="java"
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
# Increase the maximum file descriptors if we can.
if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
MAX_FD_LIMIT=`ulimit -H -n`
if [ $? -eq 0 ] ; then
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
MAX_FD="$MAX_FD_LIMIT"
fi
ulimit -n $MAX_FD
if [ $? -ne 0 ] ; then
warn "Could not set maximum file descriptor limit: $MAX_FD"
fi
else
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
fi
fi
# For Darwin, add options to specify how the application appears in the dock
if $darwin; then
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
fi
# For Cygwin, switch paths to Windows format before running java
if $cygwin ; then
APP_HOME=`cygpath --path --mixed "$APP_HOME"`
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
JAVACMD=`cygpath --unix "$JAVACMD"`
# We build the pattern for arguments to be converted via cygpath
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
SEP=""
for dir in $ROOTDIRSRAW ; do
ROOTDIRS="$ROOTDIRS$SEP$dir"
SEP="|"
done
OURCYGPATTERN="(^($ROOTDIRS))"
# Add a user-defined pattern to the cygpath arguments
if [ "$GRADLE_CYGPATTERN" != "" ] ; then
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
fi
# Now convert the arguments - kludge to limit ourselves to /bin/sh
i=0
for arg in "$@" ; do
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
else
eval `echo args$i`="\"$arg\""
fi
i=$((i+1))
done
case $i in
(0) set -- ;;
(1) set -- "$args0" ;;
(2) set -- "$args0" "$args1" ;;
(3) set -- "$args0" "$args1" "$args2" ;;
(4) set -- "$args0" "$args1" "$args2" "$args3" ;;
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
esac
fi
# Escape application args
save () {
for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
echo " "
}
APP_ARGS=$(save "$@")
# Collect all arguments for the java command, following the shell quoting and substitution rules
eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
cd "$(dirname "$0")"
fi
exec "$JAVACMD" "$@"
@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem Gradle startup script for Windows
@rem
@rem ##########################################################################
@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal
set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%
@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS=
@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome
set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init
echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe
if exist "%JAVA_EXE%" goto init
echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:init
@rem Get command-line arguments, handling Windows variants
if not "%OS%" == "Windows_NT" goto win9xME_args
:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2
:win9xME_args_slurp
if "x%~1" == "x" goto execute
set CMD_LINE_ARGS=%*
:execute
@rem Setup the command line
set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd
:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1
:mainEnd
if "%OS%"=="Windows_NT" endlocal
:omega
## This file must *NOT* be checked into Version Control Systems,
# as it contains information specific to your local configuration.
#
# Location of the SDK. This is only used by Gradle.
# For customization when using a Version Control System, please read the
# header note.
#Fri Jun 12 01:33:45 KST 2020
sdk.dir=C\:\\Users\\user\\AppData\\Local\\Android\\Sdk
# Add project specific ProGuard rules here.
# You can control the set of applied configuration files using the
# proguardFiles setting in build.gradle.
#
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# http://developer.android.com/guide/developing/tools/proguard.html
# If your project uses WebView with JS, uncomment the following
# and specify the fully qualified class name to the JavaScript interface
# class:
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# public *;
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# Uncomment this to preserve the line number information for
# debugging stack traces.
#-keepattributes SourceFile,LineNumberTable
# If you keep the line number information, uncomment this to
# hide the original source file name.
#-renamesourcefileattribute SourceFile
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package org.tensorflow.lite.examples.detection;
import android.content.Context;
import androidx.test.platform.app.InstrumentationRegistry;
import androidx.test.ext.junit.runners.AndroidJUnit4;
import org.junit.Test;
import org.junit.runner.RunWith;
import static org.junit.Assert.*;
/**
* Instrumented test, which will execute on an Android device.
*
* @see <a href="http://d.android.com/tools/testing">Testing documentation</a>
*/
@RunWith(AndroidJUnit4.class)
public class ExampleInstrumentedTest {
@Test
public void useAppContext() {
// Context of the app under test.
Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext();
assertEquals("org.tensorflow.lite.examples.detection", appContext.getPackageName());
}
}
\ No newline at end of file
<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
package="org.tensorflow.lite.examples.detection">
<uses-permission android:name="android.permission.CAMERA" />
<uses-feature android:name="android.hardware.camera2"/>
<uses-permission android:name="android.permission.RECORD_AUDIO" />
<uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
<application
android:allowBackup="true"
android:icon="@mipmap/ic_launcher"
android:label="WatchOut"
android:roundIcon="@mipmap/ic_launcher_round"
android:supportsRtl="true"
android:theme="@style/AppTheme">
<activity
android:name=".DetectorActivity"/>
<activity android:name=".IntroActivity">
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
</intent-filter>
</activity>
</application>
</manifest>
\ No newline at end of file
adult
long_sign
child
wide_sign
\ No newline at end of file
package org.tensorflow.lite.examples.detection;
import android.Manifest;
import android.app.Activity;
import android.content.Context;
import android.content.pm.PackageManager;
import android.hardware.camera2.CameraAccessException;
import android.hardware.camera2.CameraCharacteristics;
import android.hardware.camera2.CameraManager;
import android.hardware.camera2.params.StreamConfigurationMap;
import android.media.Image;
import android.media.Image.Plane;
import android.media.ImageReader;
import android.media.ImageReader.OnImageAvailableListener;
import android.os.Build;
import android.os.Bundle;
import android.os.Handler;
import android.os.HandlerThread;
import android.os.Trace;
import android.speech.tts.TextToSpeech;
import android.util.Size;
import android.view.Surface;
import android.view.Window;
import android.view.WindowManager;
import android.widget.Toast;
import org.tensorflow.lite.examples.detection.env.ImageUtils;
import org.tensorflow.lite.examples.detection.env.Logger;
import org.tensorflow.lite.examples.detection.tflite.Classifier;
import java.nio.ByteBuffer;
import java.util.Collections;
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import java.util.concurrent.atomic.AtomicBoolean;
public abstract class CameraActivity extends Activity
implements OnImageAvailableListener {
private static final Logger LOGGER = new Logger();
private static final int PERMISSIONS_REQUEST = 1;
private static final String PERMISSION_CAMERA = Manifest.permission.CAMERA;
private static final String PERMISSION_STORAGE = Manifest.permission.WRITE_EXTERNAL_STORAGE;
private Handler handler;
private HandlerThread handlerThread;
private boolean isProcessingFrame = false;
private byte[][] yuvBytes = new byte[3][];
private int[] rgbBytes = null;
private int yRowStride;
protected int previewWidth = 0;
protected int previewHeight = 0;
private Runnable postInferenceCallback;
private Runnable imageConverter;
private TextToSpeech textToSpeech;
@Override
protected void onCreate(final Bundle savedInstanceState) {
LOGGER.d("onCreate " + this);
super.onCreate(null);
getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);
setContentView(R.layout.activity_camera);
if (hasPermission()) {
setFragment();
} else {
requestPermission();
}
this.textToSpeech = new TextToSpeech(this, new TextToSpeech.OnInitListener() {
@Override
public void onInit(int status) {
if (status == TextToSpeech.SUCCESS) {
LOGGER.i("onCreate", "TextToSpeech is initialised");
} else {
LOGGER.e("onCreate", "Cannot initialise text to speech!");
}
}
});
}
protected int[] getRgbBytes() {
imageConverter.run();
return rgbBytes;
}
protected byte[] getLuminance() {
return yuvBytes[0];
}
/**
* Callback for Camera2 API
*/
@Override
public void onImageAvailable(final ImageReader reader) {
//We need wait until we have some size from onPreviewSizeChosen
if (previewWidth == 0 || previewHeight == 0) {
return;
}
if (rgbBytes == null) {
rgbBytes = new int[previewWidth * previewHeight];
}
try {
final Image image = reader.acquireLatestImage();
if (image == null) {
return;
}
if (isProcessingFrame) {
image.close();
return;
}
isProcessingFrame = true;
Trace.beginSection("imageAvailable");
final Plane[] planes = image.getPlanes();
fillBytes(planes, yuvBytes);
yRowStride = planes[0].getRowStride();
final int uvRowStride = planes[1].getRowStride();
final int uvPixelStride = planes[1].getPixelStride();
imageConverter =
new Runnable() {
@Override
public void run() {
ImageUtils.convertYUV420ToARGB8888(
yuvBytes[0],
yuvBytes[1],
yuvBytes[2],
previewWidth,
previewHeight,
yRowStride,
uvRowStride,
uvPixelStride,
rgbBytes);
}
};
postInferenceCallback =
new Runnable() {
@Override
public void run() {
image.close();
isProcessingFrame = false;
}
};
processImage();
} catch (final Exception e) {
LOGGER.e(e, "Exception!");
Trace.endSection();
return;
}
Trace.endSection();
}
@Override
public synchronized void onStart() {
LOGGER.d("onStart " + this);
super.onStart();
}
@Override
public synchronized void onResume() {
LOGGER.d("onResume " + this);
super.onResume();
handlerThread = new HandlerThread("inference");
handlerThread.start();
handler = new Handler(handlerThread.getLooper());
}
@Override
public synchronized void onPause() {
LOGGER.d("onPause " + this);
if (!isFinishing()) {
LOGGER.d("Requesting finish");
finish();
}
handlerThread.quitSafely();
try {
handlerThread.join();
handlerThread = null;
handler = null;
} catch (final InterruptedException e) {
LOGGER.e(e, "Exception!");
}
if (textToSpeech != null) {
textToSpeech.stop();
textToSpeech.shutdown();
}
super.onPause();
}
@Override
public synchronized void onStop() {
LOGGER.d("onStop " + this);
super.onStop();
}
@Override
public synchronized void onDestroy() {
LOGGER.d("onDestroy " + this);
super.onDestroy();
}
protected synchronized void runInBackground(final Runnable r) {
if (handler != null) {
handler.post(r);
}
}
@Override
public void onRequestPermissionsResult(
final int requestCode, final String[] permissions, final int[] grantResults) {
if (requestCode == PERMISSIONS_REQUEST) {
if (grantResults.length > 0
&& grantResults[0] == PackageManager.PERMISSION_GRANTED
&& grantResults[1] == PackageManager.PERMISSION_GRANTED) {
setFragment();
} else {
requestPermission();
}
}
}
private boolean hasPermission() {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.M) {
return checkSelfPermission(PERMISSION_CAMERA) == PackageManager.PERMISSION_GRANTED &&
checkSelfPermission(PERMISSION_STORAGE) == PackageManager.PERMISSION_GRANTED;
} else {
return true;
}
}
private void requestPermission() {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.M) {
if (shouldShowRequestPermissionRationale(PERMISSION_CAMERA) ||
shouldShowRequestPermissionRationale(PERMISSION_STORAGE)) {
Toast.makeText(CameraActivity.this,
"Camera AND storage permission are required for this demo", Toast.LENGTH_LONG).show();
}
requestPermissions(new String[]{PERMISSION_CAMERA, PERMISSION_STORAGE}, PERMISSIONS_REQUEST);
}
}
// Returns true if the device supports the required hardware level, or better.
private boolean isHardwareLevelSupported(
CameraCharacteristics characteristics, int requiredLevel) {
int deviceLevel = characteristics.get(CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL);
if (deviceLevel == CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_LEGACY) {
return requiredLevel == deviceLevel;
}
// deviceLevel is not LEGACY, can use numerical sort
return requiredLevel <= deviceLevel;
}
private String chooseCamera() {
final CameraManager manager = (CameraManager) getSystemService(Context.CAMERA_SERVICE);
try {
for (final String cameraId : manager.getCameraIdList()) {
final CameraCharacteristics characteristics = manager.getCameraCharacteristics(cameraId);
// We don't use a front facing camera in this sample.
final Integer facing = characteristics.get(CameraCharacteristics.LENS_FACING);
if (facing != null && facing == CameraCharacteristics.LENS_FACING_FRONT) {
continue;
}
final StreamConfigurationMap map =
characteristics.get(CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP);
if (map == null) {
continue;
}
boolean useCamera2API = isHardwareLevelSupported(characteristics,
CameraCharacteristics.INFO_SUPPORTED_HARDWARE_LEVEL_FULL);
LOGGER.i("Camera API lv2?: %s", useCamera2API);
return cameraId;
}
} catch (CameraAccessException e) {
LOGGER.e(e, "Not allowed to access camera");
}
return null;
}
protected void setFragment() {
String cameraId = chooseCamera();
CameraConnectionFragment camera2Fragment =
CameraConnectionFragment.newInstance(
new CameraConnectionFragment.ConnectionCallback() {
@Override
public void onPreviewSizeChosen(final Size size, final int rotation) {
previewHeight = size.getHeight();
previewWidth = size.getWidth();
CameraActivity.this.onPreviewSizeChosen(size, rotation);
}
},
this,
getLayoutId(),
getDesiredPreviewFrameSize());
camera2Fragment.setCamera(cameraId);
getFragmentManager()
.beginTransaction()
.replace(R.id.container, camera2Fragment)
.commit();
}
protected void fillBytes(final Plane[] planes, final byte[][] yuvBytes) {
// Because of the variable row stride it's not possible to know in
// advance the actual necessary dimensions of the yuv planes.
for (int i = 0; i < planes.length; ++i) {
final ByteBuffer buffer = planes[i].getBuffer();
if (yuvBytes[i] == null) {
LOGGER.d("Initializing buffer %d at size %d", i, buffer.capacity());
yuvBytes[i] = new byte[buffer.capacity()];
}
buffer.get(yuvBytes[i]);
}
}
protected void readyForNextImage() {
if (postInferenceCallback != null) {
postInferenceCallback.run();
}
}
protected int getScreenOrientation() {
switch (getWindowManager().getDefaultDisplay().getRotation()) {
case Surface.ROTATION_270:
return 270;
case Surface.ROTATION_180:
return 180;
case Surface.ROTATION_90:
return 90;
default:
return 0;
}
}
private List<Classifier.Recognition> currentRecognitions;
protected void toSpeech(List<Classifier.Recognition> recognitions) {
if (recognitions.isEmpty() || textToSpeech.isSpeaking()) {
currentRecognitions = Collections.emptyList();
return;
}
if (currentRecognitions != null) {
// Ignore if current and new are same.
if (currentRecognitions.equals(recognitions)) {
return;
}
final Set<Classifier.Recognition> intersection = new HashSet<>(recognitions);
intersection.retainAll(currentRecognitions);
// Ignore if new is sub set of the current
if (intersection.equals(recognitions)) {
return;
}
}
currentRecognitions = recognitions;
speak();
}
private void speak() {
final double rightStart = previewWidth / 2 - 0.10 * previewWidth;
final double rightFinish = previewWidth;
final double letStart = 0;
final double leftFinish = previewWidth / 2 + 0.10 * previewWidth;
final double previewArea = previewWidth * previewHeight;
StringBuilder stringBuilder = new StringBuilder();
for (int i = 0; i < currentRecognitions.size(); i++) {
Classifier.Recognition recognition = currentRecognitions.get(i);
stringBuilder.append(recognition.getTitle());
float start = recognition.getLocation().top;
float end = recognition.getLocation().bottom;
double objArea = recognition.getLocation().width() * recognition.getLocation().height();
if (objArea > previewArea / 2) {
stringBuilder.append(" in front of you ");
} else {
if (start > letStart && end < leftFinish) {
stringBuilder.append(" on the left ");
} else if (start > rightStart && end < rightFinish) {
stringBuilder.append(" on the right ");
} else {
stringBuilder.append(" in front of you ");
}
}
if (i + 1 < currentRecognitions.size()) {
stringBuilder.append(" and ");
}
}
stringBuilder.append(" detected.");
textToSpeech.speak(stringBuilder.toString(), TextToSpeech.QUEUE_FLUSH, null);
}
protected abstract void processImage();
protected abstract void onPreviewSizeChosen(final Size size, final int rotation);
protected abstract int getLayoutId();
protected abstract Size getDesiredPreviewFrameSize();
}
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package org.tensorflow.lite.examples.detection;
import android.annotation.SuppressLint;
import android.app.Activity;
import android.app.AlertDialog;
import android.app.Dialog;
import android.app.DialogFragment;
import android.app.Fragment;
import android.content.Context;
import android.content.DialogInterface;
import android.content.res.Configuration;
import android.graphics.ImageFormat;
import android.graphics.Matrix;
import android.graphics.Point;
import android.graphics.Rect;
import android.graphics.RectF;
import android.graphics.SurfaceTexture;
import android.hardware.camera2.CameraAccessException;
import android.hardware.camera2.CameraCaptureSession;
import android.hardware.camera2.CameraCharacteristics;
import android.hardware.camera2.CameraDevice;
import android.hardware.camera2.CameraManager;
import android.hardware.camera2.CaptureRequest;
import android.hardware.camera2.CaptureResult;
import android.hardware.camera2.TotalCaptureResult;
import android.hardware.camera2.params.StreamConfigurationMap;
import android.media.ImageReader;
import android.media.ImageReader.OnImageAvailableListener;
import android.os.Bundle;
import android.os.Handler;
import android.os.HandlerThread;
import android.text.TextUtils;
import android.util.Size;
import android.util.SparseIntArray;
import android.view.LayoutInflater;
import android.view.Surface;
import android.view.TextureView;
import android.view.View;
import android.view.ViewGroup;
import android.widget.Toast;
import org.tensorflow.lite.examples.detection.env.Logger;
import org.tensorflow.lite.examples.detection.customview.AutoFitTextureView;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;
import java.util.concurrent.Semaphore;
import java.util.concurrent.TimeUnit;
@SuppressLint("ValidFragment")
public class CameraConnectionFragment extends Fragment {
private static final Logger LOGGER = new Logger();
/**
* The camera preview size will be chosen to be the smallest frame by pixel size capable of
* containing a DESIRED_SIZE x DESIRED_SIZE square.
*/
private static final int MINIMUM_PREVIEW_SIZE = 320;
/**
* Conversion from screen rotation to JPEG orientation.
*/
private static final SparseIntArray ORIENTATIONS = new SparseIntArray();
private static final String FRAGMENT_DIALOG = "dialog";
static {
ORIENTATIONS.append(Surface.ROTATION_0, 90);
ORIENTATIONS.append(Surface.ROTATION_90, 0);
ORIENTATIONS.append(Surface.ROTATION_180, 270);
ORIENTATIONS.append(Surface.ROTATION_270, 180);
}
/**
* {@link android.view.TextureView.SurfaceTextureListener} handles several lifecycle events on a
* {@link TextureView}.
*/
private final TextureView.SurfaceTextureListener surfaceTextureListener =
new TextureView.SurfaceTextureListener() {
@Override
public void onSurfaceTextureAvailable(
final SurfaceTexture texture, final int width, final int height) {
openCamera(width, height);
}
@Override
public void onSurfaceTextureSizeChanged(
final SurfaceTexture texture, final int width, final int height) {
configureTransform(width, height);
}
@Override
public boolean onSurfaceTextureDestroyed(final SurfaceTexture texture) {
return true;
}
@Override
public void onSurfaceTextureUpdated(final SurfaceTexture texture) {}
};
/**
* Callback for Activities to use to initialize their data once the
* selected preview size is known.
*/
public interface ConnectionCallback {
void onPreviewSizeChosen(Size size, int cameraRotation);
}
/**
* ID of the current {@link CameraDevice}.
*/
private String cameraId;
/**
* An {@link AutoFitTextureView} for camera preview.
*/
private AutoFitTextureView textureView;
/**
* A {@link CameraCaptureSession } for camera preview.
*/
private CameraCaptureSession captureSession;
/**
* A reference to the opened {@link CameraDevice}.
*/
private CameraDevice cameraDevice;
/**
* The rotation in degrees of the camera sensor from the display.
*/
private Integer sensorOrientation;
/**
* The {@link android.util.Size} of camera preview.
*/
private Size previewSize;
/**
* {@link android.hardware.camera2.CameraDevice.StateCallback}
* is called when {@link CameraDevice} changes its state.
*/
private final CameraDevice.StateCallback stateCallback =
new CameraDevice.StateCallback() {
@Override
public void onOpened(final CameraDevice cd) {
// This method is called when the camera is opened. We start camera preview here.
cameraOpenCloseLock.release();
cameraDevice = cd;
createCameraPreviewSession();
}
@Override
public void onDisconnected(final CameraDevice cd) {
cameraOpenCloseLock.release();
cd.close();
cameraDevice = null;
}
@Override
public void onError(final CameraDevice cd, final int error) {
cameraOpenCloseLock.release();
cd.close();
cameraDevice = null;
final Activity activity = getActivity();
if (null != activity) {
activity.finish();
}
}
};
/**
* An additional thread for running tasks that shouldn't block the UI.
*/
private HandlerThread backgroundThread;
/**
* A {@link Handler} for running tasks in the background.
*/
private Handler backgroundHandler;
/**
* An {@link ImageReader} that handles preview frame capture.
*/
private ImageReader previewReader;
/**
* {@link android.hardware.camera2.CaptureRequest.Builder} for the camera preview
*/
private CaptureRequest.Builder previewRequestBuilder;
/**
* {@link CaptureRequest} generated by {@link #previewRequestBuilder}
*/
private CaptureRequest previewRequest;
/**
* A {@link Semaphore} to prevent the app from exiting before closing the camera.
*/
private final Semaphore cameraOpenCloseLock = new Semaphore(1);
/**
* A {@link OnImageAvailableListener} to receive frames as they are available.
*/
private final OnImageAvailableListener imageListener;
/** The input size in pixels desired by TensorFlow (width and height of a square bitmap). */
private final Size inputSize;
/**
* The layout identifier to inflate for this Fragment.
*/
private final int layout;
private boolean touchFlagForZoom;
private final ConnectionCallback cameraConnectionCallback;
@SuppressLint("ValidFragment")
private CameraConnectionFragment(
final ConnectionCallback connectionCallback,
final OnImageAvailableListener imageListener,
final int layout,
final Size inputSize) {
this.cameraConnectionCallback = connectionCallback;
this.imageListener = imageListener;
this.layout = layout;
this.inputSize = inputSize;
}
/**
* Shows a {@link Toast} on the UI thread.
*
* @param text The message to show
*/
private void showToast(final String text) {
final Activity activity = getActivity();
if (activity != null) {
activity.runOnUiThread(
new Runnable() {
@Override
public void run() {
Toast.makeText(activity, text, Toast.LENGTH_SHORT).show();
}
});
}
}
/**
* Given {@code choices} of {@code Size}s supported by a camera, chooses the smallest one whose
* width and height are at least as large as the minimum of both, or an exact match if possible.
*
* @param choices The list of sizes that the camera supports for the intended output class
* @return The optimal {@code Size}, or an arbitrary one if none were big enough
*/
protected static Size chooseOptimalSize(final Size[] choices, final int width, final int height) {
final int minSize = Math.max(Math.min(width, height), MINIMUM_PREVIEW_SIZE);
final Size desiredSize = new Size(width, height);
// Collect the supported resolutions that are at least as big as the preview Surface
boolean exactSizeFound = false;
final List<Size> bigEnough = new ArrayList<Size>();
final List<Size> tooSmall = new ArrayList<Size>();
for (final Size option : choices) {
if (option.equals(desiredSize)) {
// Set the size but don't return yet so that remaining sizes will still be logged.
exactSizeFound = true;
}
if (option.getHeight() >= minSize && option.getWidth() >= minSize) {
bigEnough.add(option);
} else {
tooSmall.add(option);
}
}
LOGGER.i("Desired size: " + desiredSize + ", min size: " + minSize + "x" + minSize);
LOGGER.i("Valid preview sizes: [" + TextUtils.join(", ", bigEnough) + "]");
LOGGER.i("Rejected preview sizes: [" + TextUtils.join(", ", tooSmall) + "]");
if (exactSizeFound) {
LOGGER.i("Exact size match found.");
return desiredSize;
}
// Pick the smallest of those, assuming we found any
if (bigEnough.size() > 0) {
final Size chosenSize = Collections.min(bigEnough, new CompareSizesByArea());
LOGGER.i("Chosen size: " + chosenSize.getWidth() + "x" + chosenSize.getHeight());
return chosenSize;
} else {
LOGGER.e("Couldn't find any suitable preview size");
return choices[0];
}
}
public static CameraConnectionFragment newInstance(
final ConnectionCallback callback,
final OnImageAvailableListener imageListener,
final int layout,
final Size inputSize) {
return new CameraConnectionFragment(callback, imageListener, layout, inputSize);
}
@Override
public View onCreateView(
final LayoutInflater inflater, final ViewGroup container, final Bundle savedInstanceState) {
return inflater.inflate(layout, container, false);
}
@Override
public void onViewCreated(final View view, final Bundle savedInstanceState) {
textureView = (AutoFitTextureView) view.findViewById(R.id.texture);
}
@Override
public void onActivityCreated(final Bundle savedInstanceState) {
super.onActivityCreated(savedInstanceState);
}
@Override
public void onResume() {
super.onResume();
startBackgroundThread();
// When the screen is turned off and turned back on, the SurfaceTexture is already
// available, and "onSurfaceTextureAvailable" will not be called. In that case, we can open
// a camera and start preview from here (otherwise, we wait until the surface is ready in
// the SurfaceTextureListener).
if (textureView.isAvailable()) {
openCamera(textureView.getWidth(), textureView.getHeight());
} else {
textureView.setSurfaceTextureListener(surfaceTextureListener);
}
}
@Override
public void onPause() {
closeCamera();
stopBackgroundThread();
super.onPause();
}
public void setCamera(String cameraId) {
this.cameraId = cameraId;
}
/**
* Sets up member variables related to camera.
*/
private void setUpCameraOutputs() {
final Activity activity = getActivity();
final CameraManager manager = (CameraManager) activity.getSystemService(Context.CAMERA_SERVICE);
try {
String cameraId = manager.getCameraIdList()[0];
final CameraCharacteristics characteristics = manager.getCameraCharacteristics(cameraId);
final StreamConfigurationMap map =
characteristics.get(CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP);
// For still image captures, we use the largest available size.
final Size largest =
Collections.max(
Arrays.asList(map.getOutputSizes(ImageFormat.YUV_420_888)),
new CompareSizesByArea());
sensorOrientation = characteristics.get(CameraCharacteristics.SENSOR_ORIENTATION);
// Danger, W.R.! Attempting to use too large a preview size could exceed the camera
// bus' bandwidth limitation, resulting in gorgeous previews but the storage of
// garbage capture data.
previewSize =
chooseOptimalSize(
map.getOutputSizes(SurfaceTexture.class), inputSize.getWidth(),
inputSize.getHeight());
// We fit the aspect ratio of TextureView to the size of preview we picked.
final int orientation = getResources().getConfiguration().orientation;
if (orientation == Configuration.ORIENTATION_LANDSCAPE) {
textureView.setAspectRatio(previewSize.getWidth(), previewSize.getHeight());
} else {
textureView.setAspectRatio(previewSize.getHeight(), previewSize.getWidth());
}
} catch (final CameraAccessException e) {
LOGGER.e(e, "Exception!");
} catch (final NullPointerException e) {
// Currently an NPE is thrown when the Camera2API is used but not supported on the
// device this code runs.
// TODO(andrewharp): abstract ErrorDialog/RuntimeException handling out into new method and
// reuse throughout app.
ErrorDialog.newInstance(getString(R.string.camera_error))
.show(getChildFragmentManager(), FRAGMENT_DIALOG);
throw new RuntimeException(getString(R.string.camera_error));
}
cameraConnectionCallback.onPreviewSizeChosen(previewSize, sensorOrientation);
}
/**
* Opens the camera specified by {@link CameraConnectionFragment#cameraId}.
*/
private void openCamera(final int width, final int height) {
setUpCameraOutputs();
configureTransform(width, height);
final Activity activity = getActivity();
final CameraManager manager = (CameraManager) activity.getSystemService(Context.CAMERA_SERVICE);
try {
if (!cameraOpenCloseLock.tryAcquire(2500, TimeUnit.MILLISECONDS)) {
throw new RuntimeException("Time out waiting to lock camera opening.");
}
manager.openCamera(cameraId, stateCallback, backgroundHandler);
} catch (final CameraAccessException e) {
LOGGER.e(e, "Exception!");
} catch (final InterruptedException e) {
throw new RuntimeException("Interrupted while trying to lock camera opening.", e);
}
}
/**
* Closes the current {@link CameraDevice}.
*/
private void closeCamera() {
try {
cameraOpenCloseLock.acquire();
if (null != captureSession) {
captureSession.close();
captureSession = null;
}
if (null != cameraDevice) {
cameraDevice.close();
cameraDevice = null;
}
if (null != previewReader) {
previewReader.close();
previewReader = null;
}
} catch (final InterruptedException e) {
throw new RuntimeException("Interrupted while trying to lock camera closing.", e);
} finally {
cameraOpenCloseLock.release();
}
}
/**
* Starts a background thread and its {@link Handler}.
*/
private void startBackgroundThread() {
backgroundThread = new HandlerThread("ImageListener");
backgroundThread.start();
backgroundHandler = new Handler(backgroundThread.getLooper());
}
/**
* Stops the background thread and its {@link Handler}.
*/
private void stopBackgroundThread() {
backgroundThread.quitSafely();
try {
backgroundThread.join();
backgroundThread = null;
backgroundHandler = null;
} catch (final InterruptedException e) {
LOGGER.e(e, "Exception!");
}
}
private final CameraCaptureSession.CaptureCallback captureCallback =
new CameraCaptureSession.CaptureCallback() {
@Override
public void onCaptureProgressed(
final CameraCaptureSession session,
final CaptureRequest request,
final CaptureResult partialResult) {}
@Override
public void onCaptureCompleted(
final CameraCaptureSession session,
final CaptureRequest request,
final TotalCaptureResult result) {}
};
/**
* Creates a new {@link CameraCaptureSession} for camera preview.
*/
private void createCameraPreviewSession() {
try {
final SurfaceTexture texture = textureView.getSurfaceTexture();
assert texture != null;
// We configure the size of default buffer to be the size of camera preview we want.
texture.setDefaultBufferSize(previewSize.getWidth(), previewSize.getHeight());
// This is the output Surface we need to start preview.
final Surface surface = new Surface(texture);
// We set up a CaptureRequest.Builder with the output Surface.
previewRequestBuilder = cameraDevice.createCaptureRequest(CameraDevice.TEMPLATE_PREVIEW);
previewRequestBuilder.addTarget(surface);
LOGGER.i("Opening camera preview: " + previewSize.getWidth() + "x" + previewSize.getHeight());
// Create the reader for the preview frames.
previewReader =
ImageReader.newInstance(
previewSize.getWidth(), previewSize.getHeight(), ImageFormat.YUV_420_888, 2);
previewReader.setOnImageAvailableListener(imageListener, backgroundHandler);
previewRequestBuilder.addTarget(previewReader.getSurface());
// Here, we create a CameraCaptureSession for camera preview.
cameraDevice.createCaptureSession(
Arrays.asList(surface, previewReader.getSurface()),
new CameraCaptureSession.StateCallback() {
@Override
public void onConfigured(final CameraCaptureSession cameraCaptureSession) {
// The camera is already closed
Activity activity = getActivity();
CameraManager manager = (CameraManager) activity.getSystemService(Context.CAMERA_SERVICE);
try {
CameraCharacteristics characteristics = manager.getCameraCharacteristics(cameraId);
float maxzoom = (characteristics.get(CameraCharacteristics.SCALER_AVAILABLE_MAX_DIGITAL_ZOOM)) * 10;
Rect m = characteristics.get(CameraCharacteristics.SENSOR_INFO_ACTIVE_ARRAY_SIZE);
int minW = (int) (m.width() / maxzoom);
int minH = (int) (m.height() / maxzoom);
int difW = m.width() - minW;
int difH = m.height() - minH;
int cropW = 0, cropH = 0;
if (!touchFlagForZoom) {
cropW = difW / 100 * (int) 25;
cropH = difH / 100 * (int) 25;
touchFlagForZoom = true;
} else {
cropW = difW / 100 * (int) 0;
cropH = difH / 100 * (int) 0;
touchFlagForZoom = false;
}
cropW -= cropW & 3;
cropH -= cropH & 3;
Rect zoom = new Rect(cropW, cropH, m.width() - cropW, m.height() - cropH);
previewRequestBuilder.set(CaptureRequest.SCALER_CROP_REGION, zoom);
} catch (final CameraAccessException e) {
LOGGER.e(e, "Exception!");
}
// When the session is ready, we start displaying the preview.
captureSession = cameraCaptureSession;
try {
// Auto focus should be continuous for camera preview.
previewRequestBuilder.set(
CaptureRequest.CONTROL_AF_MODE,
CaptureRequest.CONTROL_AF_MODE_CONTINUOUS_PICTURE);
// Flash is automatically enabled when necessary.
previewRequestBuilder.set(
CaptureRequest.CONTROL_AE_MODE, CaptureRequest.CONTROL_AE_MODE_ON_AUTO_FLASH);
// Finally, we start displaying the camera preview.
previewRequest = previewRequestBuilder.build();
captureSession.setRepeatingRequest(
previewRequest, captureCallback, backgroundHandler);
} catch (final CameraAccessException e) {
LOGGER.e(e, "Exception!");
}
}
@Override
public void onConfigureFailed(final CameraCaptureSession cameraCaptureSession) {
showToast("Failed");
}
},
null);
} catch (final CameraAccessException e) {
LOGGER.e(e, "Exception!");
}
}
/**
* Configures the necessary {@link android.graphics.Matrix} transformation to `mTextureView`.
* This method should be called after the camera preview size is determined in
* setUpCameraOutputs and also the size of `mTextureView` is fixed.
*
* @param viewWidth The width of `mTextureView`
* @param viewHeight The height of `mTextureView`
*/
private void configureTransform(final int viewWidth, final int viewHeight) {
final Activity activity = getActivity();
if (null == textureView || null == previewSize || null == activity) {
return;
}
final int rotation = activity.getWindowManager().getDefaultDisplay().getRotation();
final Matrix matrix = new Matrix();
final RectF viewRect = new RectF(0, 0, viewWidth, viewHeight);
final RectF bufferRect = new RectF(0, 0, previewSize.getHeight(), previewSize.getWidth());
final float centerX = viewRect.centerX();
final float centerY = viewRect.centerY();
if (Surface.ROTATION_90 == rotation || Surface.ROTATION_270 == rotation) {
bufferRect.offset(centerX - bufferRect.centerX(), centerY - bufferRect.centerY());
matrix.setRectToRect(viewRect, bufferRect, Matrix.ScaleToFit.FILL);
final float scale =
Math.max(
(float) viewHeight / previewSize.getHeight(),
(float) viewWidth / previewSize.getWidth());
matrix.postScale(scale, scale, centerX, centerY);
matrix.postRotate(90 * (rotation - 2), centerX, centerY);
} else if (Surface.ROTATION_180 == rotation) {
matrix.postRotate(180, centerX, centerY);
}
textureView.setTransform(matrix);
}
/**
* Compares two {@code Size}s based on their areas.
*/
static class CompareSizesByArea implements Comparator<Size> {
@Override
public int compare(final Size lhs, final Size rhs) {
// We cast here to ensure the multiplications won't overflow
return Long.signum(
(long) lhs.getWidth() * lhs.getHeight() - (long) rhs.getWidth() * rhs.getHeight());
}
}
/**
* Shows an error message dialog.
*/
public static class ErrorDialog extends DialogFragment {
private static final String ARG_MESSAGE = "message";
public static ErrorDialog newInstance(final String message) {
final ErrorDialog dialog = new ErrorDialog();
final Bundle args = new Bundle();
args.putString(ARG_MESSAGE, message);
dialog.setArguments(args);
return dialog;
}
@Override
public Dialog onCreateDialog(final Bundle savedInstanceState) {
final Activity activity = getActivity();
return new AlertDialog.Builder(activity)
.setMessage(getArguments().getString(ARG_MESSAGE))
.setPositiveButton(
android.R.string.ok,
new DialogInterface.OnClickListener() {
@Override
public void onClick(final DialogInterface dialogInterface, final int i) {
activity.finish();
}
})
.create();
}
}
}
\ No newline at end of file
/*
* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.tensorflow.lite.examples.detection;
import android.graphics.Bitmap;
import android.graphics.Bitmap.Config;
import android.graphics.Canvas;
import android.graphics.Color;
import android.graphics.Matrix;
import android.graphics.Paint;
import android.graphics.Paint.Style;
import android.graphics.RectF;
import android.graphics.Typeface;
import android.media.ImageReader.OnImageAvailableListener;
import android.os.SystemClock;
import android.util.Size;
import android.util.TypedValue;
import android.widget.Toast;
import java.io.IOException;
import java.util.LinkedList;
import java.util.List;
import org.tensorflow.lite.examples.detection.customview.OverlayView;
import org.tensorflow.lite.examples.detection.customview.OverlayView.DrawCallback;
import org.tensorflow.lite.examples.detection.env.BorderedText;
import org.tensorflow.lite.examples.detection.env.ImageUtils;
import org.tensorflow.lite.examples.detection.env.Logger;
import org.tensorflow.lite.examples.detection.tflite.Classifier;
import org.tensorflow.lite.examples.detection.tflite.TFLiteObjectDetectionAPIModel;
import org.tensorflow.lite.examples.detection.tracking.MultiBoxTracker;
/**
* An activity that uses a TensorFlowMultiBoxDetector and ObjectTracker to detect and then track
* objects.
*/
public class DetectorActivity extends CameraActivity implements OnImageAvailableListener {
private static final Logger LOGGER = new Logger();
// Configuration values for the prepackaged SSD model.
private static final int TF_OD_API_INPUT_SIZE = 300;
private static final boolean TF_OD_API_IS_QUANTIZED = true;
private static final String TF_OD_API_MODEL_FILE = "road_signs_quantized.tflite";
private static final String TF_OD_API_LABELS_FILE = "file:///android_asset/road_sign_labels.txt";
private static final DetectorMode MODE = DetectorMode.TF_OD_API;
// Minimum detection confidence to track a detection.
private static final float MINIMUM_CONFIDENCE_TF_OD_API = 0.5f;
private static final boolean MAINTAIN_ASPECT = false;
private static final Size DESIRED_PREVIEW_SIZE = new Size(1600, 1200);
private static final boolean SAVE_PREVIEW_BITMAP = false;
private static final float TEXT_SIZE_DIP = 10;
OverlayView trackingOverlay;
private Integer sensorOrientation;
private Classifier detector;
private long lastProcessingTimeMs;
private Bitmap rgbFrameBitmap = null;
private Bitmap croppedBitmap = null;
private Bitmap cropCopyBitmap = null;
private boolean computingDetection = false;
private long timestamp = 0;
private Matrix frameToCropTransform;
private Matrix cropToFrameTransform;
private MultiBoxTracker tracker;
private BorderedText borderedText;
@Override
public void onPreviewSizeChosen(final Size size, final int rotation) {
final float textSizePx =
TypedValue.applyDimension(
TypedValue.COMPLEX_UNIT_DIP, TEXT_SIZE_DIP, getResources().getDisplayMetrics());
borderedText = new BorderedText(textSizePx);
borderedText.setTypeface(Typeface.MONOSPACE);
tracker = new MultiBoxTracker(this);
int cropSize = TF_OD_API_INPUT_SIZE;
try {
detector =
TFLiteObjectDetectionAPIModel.create(
getAssets(),
TF_OD_API_MODEL_FILE,
TF_OD_API_LABELS_FILE,
TF_OD_API_INPUT_SIZE,
TF_OD_API_IS_QUANTIZED);
cropSize = TF_OD_API_INPUT_SIZE;
} catch (final IOException e) {
e.printStackTrace();
LOGGER.e(e, "Exception initializing classifier!");
Toast toast =
Toast.makeText(
getApplicationContext(), "Classifier could not be initialized", Toast.LENGTH_SHORT);
toast.show();
finish();
}
previewWidth = size.getWidth();
previewHeight = size.getHeight();
sensorOrientation = rotation + getScreenOrientation();
LOGGER.i("Camera orientation relative to screen canvas: %d", sensorOrientation);
LOGGER.i("Initializing at size %dx%d", previewWidth, previewHeight);
rgbFrameBitmap = Bitmap.createBitmap(previewWidth, previewHeight, Config.ARGB_8888);
croppedBitmap = Bitmap.createBitmap(cropSize, cropSize, Config.ARGB_8888);
frameToCropTransform =
ImageUtils.getTransformationMatrix(
previewWidth, previewHeight,
cropSize, cropSize,
sensorOrientation, MAINTAIN_ASPECT);
cropToFrameTransform = new Matrix();
frameToCropTransform.invert(cropToFrameTransform);
trackingOverlay = (OverlayView) findViewById(R.id.tracking_overlay);
trackingOverlay.addCallback(
new DrawCallback() {
@Override
public void drawCallback(final Canvas canvas) {
tracker.draw(canvas);
}
});
tracker.setFrameConfiguration(previewWidth, previewHeight, sensorOrientation);
}
@Override
protected void processImage() {
++timestamp;
final long currTimestamp = timestamp;
trackingOverlay.postInvalidate();
// No mutex needed as this method is not reentrant.
if (computingDetection) {
readyForNextImage();
return;
}
computingDetection = true;
LOGGER.i("Preparing image " + currTimestamp + " for detection in bg thread.");
rgbFrameBitmap.setPixels(getRgbBytes(), 0, previewWidth, 0, 0, previewWidth, previewHeight);
readyForNextImage();
final Canvas canvas = new Canvas(croppedBitmap);
canvas.drawBitmap(rgbFrameBitmap, frameToCropTransform, null);
// For examining the actual TF input.
if (SAVE_PREVIEW_BITMAP) {
ImageUtils.saveBitmap(croppedBitmap);
}
runInBackground(
new Runnable() {
@Override
public void run() {
LOGGER.i("Running detection on image " + currTimestamp);
final long startTime = SystemClock.uptimeMillis();
final List<Classifier.Recognition> results = detector.recognizeImage(croppedBitmap);
lastProcessingTimeMs = SystemClock.uptimeMillis() - startTime;
cropCopyBitmap = Bitmap.createBitmap(croppedBitmap);
final Canvas canvas = new Canvas(cropCopyBitmap);
final Paint paint = new Paint();
paint.setColor(Color.RED);
paint.setStyle(Style.STROKE);
paint.setStrokeWidth(2.0f);
float minimumConfidence = MINIMUM_CONFIDENCE_TF_OD_API;
switch (MODE) {
case TF_OD_API:
minimumConfidence = MINIMUM_CONFIDENCE_TF_OD_API;
break;
}
final List<Classifier.Recognition> mappedRecognitions =
new LinkedList<Classifier.Recognition>();
for (final Classifier.Recognition result : results) {
final RectF location = result.getLocation();
if (location != null && result.getConfidence() >= minimumConfidence) {
canvas.drawRect(location, paint);
cropToFrameTransform.mapRect(location);
result.setLocation(location);
mappedRecognitions.add(result);
}
}
tracker.trackResults(mappedRecognitions, currTimestamp);
trackingOverlay.postInvalidate();
computingDetection = false;
}
});
}
@Override
protected int getLayoutId() {
return R.layout.camera_connection_fragment_tracking;
}
@Override
protected Size getDesiredPreviewFrameSize() {
return DESIRED_PREVIEW_SIZE;
}
// Which detection model to use: by default uses Tensorflow Object Detection API frozen
// checkpoints.
private enum DetectorMode {
TF_OD_API;
}
protected void setUseNNAPI(final boolean isChecked) {
runInBackground(() -> detector.setUseNNAPI(isChecked));
}
protected void setNumThreads(final int numThreads) {
runInBackground(() -> detector.setNumThreads(numThreads));
}
}
\ No newline at end of file
package org.tensorflow.lite.examples.detection;
import android.app.Activity;
import android.content.Intent;
import android.os.Bundle;
import android.os.Handler;
public class IntroActivity extends Activity {
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.main);
Handler handle = new Handler();
handle.postDelayed(new Runnable() {
@Override
public void run() {
Intent intent = new Intent(getApplicationContext(), DetectorActivity.class);
startActivity(intent);
finish();
}
}, 3000);
}
protected void onPause()
{
super.onPause();
finish();
}
}
/*
* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.tensorflow.lite.examples.detection.customview;
import android.content.Context;
import android.util.AttributeSet;
import android.util.DisplayMetrics;
import android.view.TextureView;
import android.view.WindowManager;
/** A {@link TextureView} that can be adjusted to a specified aspect ratio. */
public class AutoFitTextureView extends TextureView {
private int ratioWidth = 0;
private int ratioHeight = 0;
public AutoFitTextureView(final Context context) {
this(context, null);
}
public AutoFitTextureView(final Context context, final AttributeSet attrs) {
this(context, attrs, 0);
}
public AutoFitTextureView(final Context context, final AttributeSet attrs, final int defStyle) {
super(context, attrs, defStyle);
}
public DisplayMetrics mMetrics = new DisplayMetrics();
/**
* Sets the aspect ratio for this view. The size of the view will be measured based on the ratio
* calculated from the parameters. Note that the actual sizes of parameters don't matter, that is,
* calling setAspectRatio(2, 3) and setAspectRatio(4, 6) make the same result.
*
* @param width Relative horizontal size
* @param height Relative vertical size
*/
public void setAspectRatio(final int width, final int height) {
if (width < 0 || height < 0) {
throw new IllegalArgumentException("Size cannot be negative.");
}
ratioWidth = width;
ratioHeight = height;
requestLayout();
}
@Override
protected void onMeasure(final int widthMeasureSpec, final int heightMeasureSpec) {
super.onMeasure(widthMeasureSpec, heightMeasureSpec);
int width = MeasureSpec.getSize(widthMeasureSpec);
int height = MeasureSpec.getSize(heightMeasureSpec);
if (0 == ratioWidth || 0 == ratioHeight) {
setMeasuredDimension(width, height);
} else {
WindowManager windowManager = (WindowManager) getContext().getSystemService(Context.WINDOW_SERVICE);
windowManager.getDefaultDisplay().getMetrics(mMetrics);
double ratio = (double) ratioWidth / (double) ratioHeight;
double invertedRatio = (double) ratioHeight / (double) ratioWidth;
double portraitHeight = width * invertedRatio;
double portraitWidth = width * (mMetrics.heightPixels / portraitHeight);
double landscapeWidth = height * ratio;
double landscapeHeight = (mMetrics.widthPixels / landscapeWidth) * height;
if (width < height * ratioWidth / ratioHeight) {
setMeasuredDimension((int) portraitWidth, mMetrics.heightPixels);
} else {
setMeasuredDimension(mMetrics.widthPixels, (int) landscapeHeight);
}
}
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.customview;
import android.content.Context;
import android.graphics.Canvas;
import android.util.AttributeSet;
import android.view.View;
import java.util.LinkedList;
import java.util.List;
/** A simple View providing a render callback to other classes. */
public class OverlayView extends View {
private final List<DrawCallback> callbacks = new LinkedList<DrawCallback>();
public OverlayView(final Context context, final AttributeSet attrs) {
super(context, attrs);
}
public void addCallback(final DrawCallback callback) {
callbacks.add(callback);
}
@Override
public synchronized void draw(final Canvas canvas) {
for (final DrawCallback callback : callbacks) {
callback.drawCallback(canvas);
}
}
/** Interface defining the callback for client classes. */
public interface DrawCallback {
public void drawCallback(final Canvas canvas);
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.customview;
import android.content.Context;
import android.graphics.Canvas;
import android.graphics.Paint;
import android.util.AttributeSet;
import android.util.TypedValue;
import android.view.View;
import org.tensorflow.lite.examples.detection.tflite.Classifier.Recognition;
import java.util.List;
public class RecognitionScoreView extends View implements ResultsView {
private static final float TEXT_SIZE_DIP = 14;
private final float textSizePx;
private final Paint fgPaint;
private final Paint bgPaint;
private List<Recognition> results;
public RecognitionScoreView(final Context context, final AttributeSet set) {
super(context, set);
textSizePx =
TypedValue.applyDimension(
TypedValue.COMPLEX_UNIT_DIP, TEXT_SIZE_DIP, getResources().getDisplayMetrics());
fgPaint = new Paint();
fgPaint.setTextSize(textSizePx);
bgPaint = new Paint();
bgPaint.setColor(0xcc4285f4);
}
@Override
public void setResults(final List<Recognition> results) {
this.results = results;
postInvalidate();
}
@Override
public void onDraw(final Canvas canvas) {
final int x = 10;
int y = (int) (fgPaint.getTextSize() * 1.5f);
canvas.drawPaint(bgPaint);
if (results != null) {
for (final Recognition recog : results) {
canvas.drawText(recog.getTitle() + ": " + recog.getConfidence(), x, y, fgPaint);
y += (int) (fgPaint.getTextSize() * 1.5f);
}
}
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.customview;
import org.tensorflow.lite.examples.detection.tflite.Classifier.Recognition;
import java.util.List;
public interface ResultsView {
public void setResults(final List<Recognition> results);
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.env;
import android.graphics.Canvas;
import android.graphics.Color;
import android.graphics.Paint;
import android.graphics.Paint.Align;
import android.graphics.Paint.Style;
import android.graphics.Rect;
import android.graphics.Typeface;
import java.util.Vector;
/** A class that encapsulates the tedious bits of rendering legible, bordered text onto a canvas. */
public class BorderedText {
private final Paint interiorPaint;
private final Paint exteriorPaint;
private final float textSize;
/**
* Creates a left-aligned bordered text object with a white interior, and a black exterior with
* the specified text size.
*
* @param textSize text size in pixels
*/
public BorderedText(final float textSize) {
this(Color.WHITE, Color.BLACK, textSize);
}
/**
* Create a bordered text object with the specified interior and exterior colors, text size and
* alignment.
*
* @param interiorColor the interior text color
* @param exteriorColor the exterior text color
* @param textSize text size in pixels
*/
public BorderedText(final int interiorColor, final int exteriorColor, final float textSize) {
interiorPaint = new Paint();
interiorPaint.setTextSize(textSize);
interiorPaint.setColor(interiorColor);
interiorPaint.setStyle(Style.FILL);
interiorPaint.setAntiAlias(false);
interiorPaint.setAlpha(255);
exteriorPaint = new Paint();
exteriorPaint.setTextSize(textSize);
exteriorPaint.setColor(exteriorColor);
exteriorPaint.setStyle(Style.FILL_AND_STROKE);
exteriorPaint.setStrokeWidth(textSize / 8);
exteriorPaint.setAntiAlias(false);
exteriorPaint.setAlpha(255);
this.textSize = textSize;
}
public void setTypeface(Typeface typeface) {
interiorPaint.setTypeface(typeface);
exteriorPaint.setTypeface(typeface);
}
public void drawText(final Canvas canvas, final float posX, final float posY, final String text) {
canvas.drawText(text, posX, posY, exteriorPaint);
canvas.drawText(text, posX, posY, interiorPaint);
}
public void drawText(
final Canvas canvas, final float posX, final float posY, final String text, Paint bgPaint) {
float width = exteriorPaint.measureText(text);
float textSize = exteriorPaint.getTextSize();
Paint paint = new Paint(bgPaint);
paint.setStyle(Paint.Style.FILL);
paint.setAlpha(160);
canvas.drawRect(posX, (posY + (int) (textSize)), (posX + (int) (width)), posY, paint);
canvas.drawText(text, posX, (posY + textSize), interiorPaint);
}
public void drawLines(Canvas canvas, final float posX, final float posY, Vector<String> lines) {
int lineNum = 0;
for (final String line : lines) {
drawText(canvas, posX, posY - getTextSize() * (lines.size() - lineNum - 1), line);
++lineNum;
}
}
public void setInteriorColor(final int color) {
interiorPaint.setColor(color);
}
public void setExteriorColor(final int color) {
exteriorPaint.setColor(color);
}
public float getTextSize() {
return textSize;
}
public void setAlpha(final int alpha) {
interiorPaint.setAlpha(alpha);
exteriorPaint.setAlpha(alpha);
}
public void getTextBounds(
final String line, final int index, final int count, final Rect lineBounds) {
interiorPaint.getTextBounds(line, index, count, lineBounds);
}
public void setTextAlign(final Align align) {
interiorPaint.setTextAlign(align);
exteriorPaint.setTextAlign(align);
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.env;
import android.graphics.Bitmap;
import android.graphics.Matrix;
import android.os.Environment;
import java.io.File;
import java.io.FileOutputStream;
/** Utility class for manipulating images. */
public class ImageUtils {
// This value is 2 ^ 18 - 1, and is used to clamp the RGB values before their ranges
// are normalized to eight bits.
static final int kMaxChannelValue = 262143;
@SuppressWarnings("unused")
private static final Logger LOGGER = new Logger();
/**
* Utility method to compute the allocated size in bytes of a YUV420SP image of the given
* dimensions.
*/
public static int getYUVByteSize(final int width, final int height) {
// The luminance plane requires 1 byte per pixel.
final int ySize = width * height;
// The UV plane works on 2x2 blocks, so dimensions with odd size must be rounded up.
// Each 2x2 block takes 2 bytes to encode, one each for U and V.
final int uvSize = ((width + 1) / 2) * ((height + 1) / 2) * 2;
return ySize + uvSize;
}
/**
* Saves a Bitmap object to disk for analysis.
*
* @param bitmap The bitmap to save.
*/
public static void saveBitmap(final Bitmap bitmap) {
saveBitmap(bitmap, "preview.png");
}
/**
* Saves a Bitmap object to disk for analysis.
*
* @param bitmap The bitmap to save.
* @param filename The location to save the bitmap to.
*/
public static void saveBitmap(final Bitmap bitmap, final String filename) {
final String root =
Environment.getExternalStorageDirectory().getAbsolutePath() + File.separator + "tensorflow";
LOGGER.i("Saving %dx%d bitmap to %s.", bitmap.getWidth(), bitmap.getHeight(), root);
final File myDir = new File(root);
if (!myDir.mkdirs()) {
LOGGER.i("Make dir failed");
}
final String fname = filename;
final File file = new File(myDir, fname);
if (file.exists()) {
file.delete();
}
try {
final FileOutputStream out = new FileOutputStream(file);
bitmap.compress(Bitmap.CompressFormat.PNG, 99, out);
out.flush();
out.close();
} catch (final Exception e) {
LOGGER.e(e, "Exception!");
}
}
public static void convertYUV420SPToARGB8888(byte[] input, int width, int height, int[] output) {
final int frameSize = width * height;
for (int j = 0, yp = 0; j < height; j++) {
int uvp = frameSize + (j >> 1) * width;
int u = 0;
int v = 0;
for (int i = 0; i < width; i++, yp++) {
int y = 0xff & input[yp];
if ((i & 1) == 0) {
v = 0xff & input[uvp++];
u = 0xff & input[uvp++];
}
output[yp] = YUV2RGB(y, u, v);
}
}
}
private static int YUV2RGB(int y, int u, int v) {
// Adjust and check YUV values
y = (y - 16) < 0 ? 0 : (y - 16);
u -= 128;
v -= 128;
// This is the floating point equivalent. We do the conversion in integer
// because some Android devices do not have floating point in hardware.
// nR = (int)(1.164 * nY + 2.018 * nU);
// nG = (int)(1.164 * nY - 0.813 * nV - 0.391 * nU);
// nB = (int)(1.164 * nY + 1.596 * nV);
int y1192 = 1192 * y;
int r = (y1192 + 1634 * v);
int g = (y1192 - 833 * v - 400 * u);
int b = (y1192 + 2066 * u);
// Clipping RGB values to be inside boundaries [ 0 , kMaxChannelValue ]
r = r > kMaxChannelValue ? kMaxChannelValue : (r < 0 ? 0 : r);
g = g > kMaxChannelValue ? kMaxChannelValue : (g < 0 ? 0 : g);
b = b > kMaxChannelValue ? kMaxChannelValue : (b < 0 ? 0 : b);
return 0xff000000 | ((r << 6) & 0xff0000) | ((g >> 2) & 0xff00) | ((b >> 10) & 0xff);
}
public static void convertYUV420ToARGB8888(
byte[] yData,
byte[] uData,
byte[] vData,
int width,
int height,
int yRowStride,
int uvRowStride,
int uvPixelStride,
int[] out) {
int yp = 0;
for (int j = 0; j < height; j++) {
int pY = yRowStride * j;
int pUV = uvRowStride * (j >> 1);
for (int i = 0; i < width; i++) {
int uv_offset = pUV + (i >> 1) * uvPixelStride;
out[yp++] = YUV2RGB(0xff & yData[pY + i], 0xff & uData[uv_offset], 0xff & vData[uv_offset]);
}
}
}
/**
* Returns a transformation matrix from one reference frame into another. Handles cropping (if
* maintaining aspect ratio is desired) and rotation.
*
* @param srcWidth Width of source frame.
* @param srcHeight Height of source frame.
* @param dstWidth Width of destination frame.
* @param dstHeight Height of destination frame.
* @param applyRotation Amount of rotation to apply from one frame to another. Must be a multiple
* of 90.
* @param maintainAspectRatio If true, will ensure that scaling in x and y remains constant,
* cropping the image if necessary.
* @return The transformation fulfilling the desired requirements.
*/
public static Matrix getTransformationMatrix(
final int srcWidth,
final int srcHeight,
final int dstWidth,
final int dstHeight,
final int applyRotation,
final boolean maintainAspectRatio) {
final Matrix matrix = new Matrix();
if (applyRotation != 0) {
if (applyRotation % 90 != 0) {
LOGGER.w("Rotation of %d % 90 != 0", applyRotation);
}
// Translate so center of image is at origin.
matrix.postTranslate(-srcWidth / 2.0f, -srcHeight / 2.0f);
// Rotate around origin.
matrix.postRotate(applyRotation);
}
// Account for the already applied rotation, if any, and then determine how
// much scaling is needed for each axis.
final boolean transpose = (Math.abs(applyRotation) + 90) % 180 == 0;
final int inWidth = transpose ? srcHeight : srcWidth;
final int inHeight = transpose ? srcWidth : srcHeight;
// Apply scaling if necessary.
if (inWidth != dstWidth || inHeight != dstHeight) {
final float scaleFactorX = dstWidth / (float) inWidth;
final float scaleFactorY = dstHeight / (float) inHeight;
if (maintainAspectRatio) {
// Scale by minimum factor so that dst is filled completely while
// maintaining the aspect ratio. Some image may fall off the edge.
final float scaleFactor = Math.max(scaleFactorX, scaleFactorY);
matrix.postScale(scaleFactor, scaleFactor);
} else {
// Scale exactly to fill dst from src.
matrix.postScale(scaleFactorX, scaleFactorY);
}
}
if (applyRotation != 0) {
// Translate back from origin centered reference to destination frame.
matrix.postTranslate(dstWidth / 2.0f, dstHeight / 2.0f);
}
return matrix;
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.env;
import android.util.Log;
import java.util.HashSet;
import java.util.Set;
/** Wrapper for the platform log function, allows convenient message prefixing and log disabling. */
public final class Logger {
private static final String DEFAULT_TAG = "tensorflow";
private static final int DEFAULT_MIN_LOG_LEVEL = Log.DEBUG;
// Classes to be ignored when examining the stack trace
private static final Set<String> IGNORED_CLASS_NAMES;
static {
IGNORED_CLASS_NAMES = new HashSet<String>(3);
IGNORED_CLASS_NAMES.add("dalvik.system.VMStack");
IGNORED_CLASS_NAMES.add("java.lang.Thread");
IGNORED_CLASS_NAMES.add(Logger.class.getCanonicalName());
}
private final String tag;
private final String messagePrefix;
private int minLogLevel = DEFAULT_MIN_LOG_LEVEL;
/**
* Creates a Logger using the class name as the message prefix.
*
* @param clazz the simple name of this class is used as the message prefix.
*/
public Logger(final Class<?> clazz) {
this(clazz.getSimpleName());
}
/**
* Creates a Logger using the specified message prefix.
*
* @param messagePrefix is prepended to the text of every message.
*/
public Logger(final String messagePrefix) {
this(DEFAULT_TAG, messagePrefix);
}
/**
* Creates a Logger with a custom tag and a custom message prefix. If the message prefix is set to
*
* <pre>null</pre>
*
* , the caller's class name is used as the prefix.
*
* @param tag identifies the source of a log message.
* @param messagePrefix prepended to every message if non-null. If null, the name of the caller is
* being used
*/
public Logger(final String tag, final String messagePrefix) {
this.tag = tag;
final String prefix = messagePrefix == null ? getCallerSimpleName() : messagePrefix;
this.messagePrefix = (prefix.length() > 0) ? prefix + ": " : prefix;
}
/** Creates a Logger using the caller's class name as the message prefix. */
public Logger() {
this(DEFAULT_TAG, null);
}
/** Creates a Logger using the caller's class name as the message prefix. */
public Logger(final int minLogLevel) {
this(DEFAULT_TAG, null);
this.minLogLevel = minLogLevel;
}
/**
* Return caller's simple name.
*
* <p>Android getStackTrace() returns an array that looks like this: stackTrace[0]:
* dalvik.system.VMStack stackTrace[1]: java.lang.Thread stackTrace[2]:
* com.google.android.apps.unveil.env.UnveilLogger stackTrace[3]:
* com.google.android.apps.unveil.BaseApplication
*
* <p>This function returns the simple version of the first non-filtered name.
*
* @return caller's simple name
*/
private static String getCallerSimpleName() {
// Get the current callstack so we can pull the class of the caller off of it.
final StackTraceElement[] stackTrace = Thread.currentThread().getStackTrace();
for (final StackTraceElement elem : stackTrace) {
final String className = elem.getClassName();
if (!IGNORED_CLASS_NAMES.contains(className)) {
// We're only interested in the simple name of the class, not the complete package.
final String[] classParts = className.split("\\.");
return classParts[classParts.length - 1];
}
}
return Logger.class.getSimpleName();
}
public void setMinLogLevel(final int minLogLevel) {
this.minLogLevel = minLogLevel;
}
public boolean isLoggable(final int logLevel) {
return logLevel >= minLogLevel || Log.isLoggable(tag, logLevel);
}
private String toMessage(final String format, final Object... args) {
return messagePrefix + (args.length > 0 ? String.format(format, args) : format);
}
public void v(final String format, final Object... args) {
if (isLoggable(Log.VERBOSE)) {
Log.v(tag, toMessage(format, args));
}
}
public void v(final Throwable t, final String format, final Object... args) {
if (isLoggable(Log.VERBOSE)) {
Log.v(tag, toMessage(format, args), t);
}
}
public void d(final String format, final Object... args) {
if (isLoggable(Log.DEBUG)) {
Log.d(tag, toMessage(format, args));
}
}
public void d(final Throwable t, final String format, final Object... args) {
if (isLoggable(Log.DEBUG)) {
Log.d(tag, toMessage(format, args), t);
}
}
public void i(final String format, final Object... args) {
if (isLoggable(Log.INFO)) {
Log.i(tag, toMessage(format, args));
}
}
public void i(final Throwable t, final String format, final Object... args) {
if (isLoggable(Log.INFO)) {
Log.i(tag, toMessage(format, args), t);
}
}
public void w(final String format, final Object... args) {
if (isLoggable(Log.WARN)) {
Log.w(tag, toMessage(format, args));
}
}
public void w(final Throwable t, final String format, final Object... args) {
if (isLoggable(Log.WARN)) {
Log.w(tag, toMessage(format, args), t);
}
}
public void e(final String format, final Object... args) {
if (isLoggable(Log.ERROR)) {
Log.e(tag, toMessage(format, args));
}
}
public void e(final Throwable t, final String format, final Object... args) {
if (isLoggable(Log.ERROR)) {
Log.e(tag, toMessage(format, args), t);
}
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.env;
import android.graphics.Bitmap;
import android.text.TextUtils;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
/** Size class independent of a Camera object. */
public class Size implements Comparable<Size>, Serializable {
// 1.4 went out with this UID so we'll need to maintain it to preserve pending queries when
// upgrading.
public static final long serialVersionUID = 7689808733290872361L;
public final int width;
public final int height;
public Size(final int width, final int height) {
this.width = width;
this.height = height;
}
public Size(final Bitmap bmp) {
this.width = bmp.getWidth();
this.height = bmp.getHeight();
}
/**
* Rotate a size by the given number of degrees.
*
* @param size Size to rotate.
* @param rotation Degrees {0, 90, 180, 270} to rotate the size.
* @return Rotated size.
*/
public static Size getRotatedSize(final Size size, final int rotation) {
if (rotation % 180 != 0) {
// The phone is portrait, therefore the camera is sideways and frame should be rotated.
return new Size(size.height, size.width);
}
return size;
}
public static Size parseFromString(String sizeString) {
if (TextUtils.isEmpty(sizeString)) {
return null;
}
sizeString = sizeString.trim();
// The expected format is "<width>x<height>".
final String[] components = sizeString.split("x");
if (components.length == 2) {
try {
final int width = Integer.parseInt(components[0]);
final int height = Integer.parseInt(components[1]);
return new Size(width, height);
} catch (final NumberFormatException e) {
return null;
}
} else {
return null;
}
}
public static List<Size> sizeStringToList(final String sizes) {
final List<Size> sizeList = new ArrayList<Size>();
if (sizes != null) {
final String[] pairs = sizes.split(",");
for (final String pair : pairs) {
final Size size = Size.parseFromString(pair);
if (size != null) {
sizeList.add(size);
}
}
}
return sizeList;
}
public static String sizeListToString(final List<Size> sizes) {
String sizesString = "";
if (sizes != null && sizes.size() > 0) {
sizesString = sizes.get(0).toString();
for (int i = 1; i < sizes.size(); i++) {
sizesString += "," + sizes.get(i).toString();
}
}
return sizesString;
}
public static final String dimensionsAsString(final int width, final int height) {
return width + "x" + height;
}
public final float aspectRatio() {
return (float) width / (float) height;
}
@Override
public int compareTo(final Size other) {
return width * height - other.width * other.height;
}
@Override
public boolean equals(final Object other) {
if (other == null) {
return false;
}
if (!(other instanceof Size)) {
return false;
}
final Size otherSize = (Size) other;
return (width == otherSize.width && height == otherSize.height);
}
@Override
public int hashCode() {
return width * 32713 + height;
}
@Override
public String toString() {
return dimensionsAsString(width, height);
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.tflite;
import android.graphics.Bitmap;
import android.graphics.RectF;
import java.util.List;
/** Generic interface for interacting with different recognition engines. */
public interface Classifier {
List<Recognition> recognizeImage(Bitmap bitmap);
void enableStatLogging(final boolean debug);
String getStatString();
void close();
void setNumThreads(int num_threads);
void setUseNNAPI(boolean isChecked);
/** An immutable result returned by a Classifier describing what was recognized. */
public class Recognition {
/**
* A unique identifier for what has been recognized. Specific to the class, not the instance of
* the object.
*/
private final String id;
/** Display name for the recognition. */
private final String title;
/**
* A sortable score for how good the recognition is relative to others. Higher should be better.
*/
private final Float confidence;
/** Optional location within the source image for the location of the recognized object. */
private RectF location;
public Recognition(
final String id, final String title, final Float confidence, final RectF location) {
this.id = id;
this.title = title;
this.confidence = confidence;
this.location = location;
}
public String getId() {
return id;
}
public String getTitle() {
return title;
}
public Float getConfidence() {
return confidence;
}
public RectF getLocation() {
return new RectF(location);
}
public void setLocation(RectF location) {
this.location = location;
}
@Override
public String toString() {
String resultString = "";
if (id != null) {
resultString += "[" + id + "] ";
}
if (title != null) {
resultString += title + " ";
}
if (confidence != null) {
resultString += String.format("(%.1f%%) ", confidence * 100.0f);
}
if (location != null) {
resultString += location + " ";
}
return resultString.trim();
}
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.tflite;
import android.content.res.AssetFileDescriptor;
import android.content.res.AssetManager;
import android.graphics.Bitmap;
import android.graphics.RectF;
import android.os.Trace;
import org.tensorflow.lite.Interpreter;
import org.tensorflow.lite.examples.detection.env.Logger;
import java.io.BufferedReader;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.nio.MappedByteBuffer;
import java.nio.channels.FileChannel;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Vector;
/**
* Wrapper for frozen detection models trained using the Tensorflow Object Detection API:
* - https://github.com/tensorflow/models/tree/master/research/object_detection
* where you can find the training code.
*
* To use pretrained models in the API or convert to TF Lite models, please see docs for details:
* - https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
* - https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/running_on_mobile_tensorflowlite.md#running-our-model-on-android
*/
public class TFLiteObjectDetectionAPIModel implements Classifier {
private static final Logger LOGGER = new Logger();
// Only return this many results.
private static final int NUM_DETECTIONS = 10;
// Float model
private static final float IMAGE_MEAN = 128.0f;
private static final float IMAGE_STD = 128.0f;
// Number of threads in the java app
private static final int NUM_THREADS = 4;
private boolean isModelQuantized;
// Config values.
private int inputSize;
// Pre-allocated buffers.
private Vector<String> labels = new Vector<String>();
private int[] intValues;
// outputLocations: array of shape [Batchsize, NUM_DETECTIONS,4]
// contains the location of detected boxes
private float[][][] outputLocations;
// outputClasses: array of shape [Batchsize, NUM_DETECTIONS]
// contains the classes of detected boxes
private float[][] outputClasses;
// outputScores: array of shape [Batchsize, NUM_DETECTIONS]
// contains the scores of detected boxes
private float[][] outputScores;
// numDetections: array of shape [Batchsize]
// contains the number of detected boxes
private float[] numDetections;
private ByteBuffer imgData;
private Interpreter tfLite;
private TFLiteObjectDetectionAPIModel() {}
/** Memory-map the model file in Assets. */
private static MappedByteBuffer loadModelFile(AssetManager assets, String modelFilename)
throws IOException {
AssetFileDescriptor fileDescriptor = assets.openFd(modelFilename);
FileInputStream inputStream = new FileInputStream(fileDescriptor.getFileDescriptor());
FileChannel fileChannel = inputStream.getChannel();
long startOffset = fileDescriptor.getStartOffset();
long declaredLength = fileDescriptor.getDeclaredLength();
return fileChannel.map(FileChannel.MapMode.READ_ONLY, startOffset, declaredLength);
}
/**
* Initializes a native TensorFlow session for classifying images.
*
* @param assetManager The asset manager to be used to load assets.
* @param modelFilename The filepath of the model GraphDef protocol buffer.
* @param labelFilename The filepath of label file for classes.
* @param inputSize The size of image input
* @param isQuantized Boolean representing model is quantized or not
*/
public static Classifier create(
final AssetManager assetManager,
final String modelFilename,
final String labelFilename,
final int inputSize,
final boolean isQuantized)
throws IOException {
final TFLiteObjectDetectionAPIModel d = new TFLiteObjectDetectionAPIModel();
String actualFilename = labelFilename.split("file:///android_asset/")[1];
InputStream labelsInput = assetManager.open(actualFilename);
BufferedReader br = new BufferedReader(new InputStreamReader(labelsInput));
String line;
while ((line = br.readLine()) != null) {
LOGGER.w(line);
d.labels.add(line);
}
br.close();
d.inputSize = inputSize;
try {
d.tfLite = new Interpreter(loadModelFile(assetManager, modelFilename));
} catch (Exception e) {
throw new RuntimeException(e);
}
d.isModelQuantized = isQuantized;
// Pre-allocate buffers.
int numBytesPerChannel;
if (isQuantized) {
numBytesPerChannel = 1; // Quantized
} else {
numBytesPerChannel = 4; // Floating point
}
d.imgData = ByteBuffer.allocateDirect(1 * d.inputSize * d.inputSize * 3 * numBytesPerChannel);
d.imgData.order(ByteOrder.nativeOrder());
d.intValues = new int[d.inputSize * d.inputSize];
d.tfLite.setNumThreads(NUM_THREADS);
d.outputLocations = new float[1][NUM_DETECTIONS][4];
d.outputClasses = new float[1][NUM_DETECTIONS];
d.outputScores = new float[1][NUM_DETECTIONS];
d.numDetections = new float[1];
return d;
}
@Override
public List<Recognition> recognizeImage(final Bitmap bitmap) {
// Log this method so that it can be analyzed with systrace.
Trace.beginSection("recognizeImage");
Trace.beginSection("preprocessBitmap");
// Preprocess the image data from 0-255 int to normalized float based
// on the provided parameters.
bitmap.getPixels(intValues, 0, bitmap.getWidth(), 0, 0, bitmap.getWidth(), bitmap.getHeight());
imgData.rewind();
for (int i = 0; i < inputSize; ++i) {
for (int j = 0; j < inputSize; ++j) {
int pixelValue = intValues[i * inputSize + j];
if (isModelQuantized) {
// Quantized model
imgData.put((byte) ((pixelValue >> 16) & 0xFF));
imgData.put((byte) ((pixelValue >> 8) & 0xFF));
imgData.put((byte) (pixelValue & 0xFF));
} else { // Float model
imgData.putFloat((((pixelValue >> 16) & 0xFF) - IMAGE_MEAN) / IMAGE_STD);
imgData.putFloat((((pixelValue >> 8) & 0xFF) - IMAGE_MEAN) / IMAGE_STD);
imgData.putFloat(((pixelValue & 0xFF) - IMAGE_MEAN) / IMAGE_STD);
}
}
}
Trace.endSection(); // preprocessBitmap
// Copy the input data into TensorFlow.
Trace.beginSection("feed");
outputLocations = new float[1][NUM_DETECTIONS][4];
outputClasses = new float[1][NUM_DETECTIONS];
outputScores = new float[1][NUM_DETECTIONS];
numDetections = new float[1];
Object[] inputArray = {imgData};
Map<Integer, Object> outputMap = new HashMap<>();
outputMap.put(0, outputLocations);
outputMap.put(1, outputClasses);
outputMap.put(2, outputScores);
outputMap.put(3, numDetections);
Trace.endSection();
// Run the inference call.
Trace.beginSection("run");
tfLite.runForMultipleInputsOutputs(inputArray, outputMap);
Trace.endSection();
// Show the best detections.
// after scaling them back to the input size.
// You need to use the number of detections from the output and not the NUM_DETECTONS variable declared on top
// because on some models, they don't always output the same total number of detections
// For example, your model's NUM_DETECTIONS = 20, but sometimes it only outputs 16 predictions
// If you don't use the output's numDetections, you'll get nonsensical data
int numDetectionsOutput = Math.min(NUM_DETECTIONS, (int) numDetections[0]); // cast from float to integer, use min for safety
final ArrayList<Recognition> recognitions = new ArrayList<>(numDetectionsOutput);
for (int i = 0; i < numDetectionsOutput; ++i) {
final RectF detection =
new RectF(
outputLocations[0][i][1] * inputSize,
outputLocations[0][i][0] * inputSize,
outputLocations[0][i][3] * inputSize,
outputLocations[0][i][2] * inputSize);
// SSD Mobilenet V1 Model assumes class 0 is background class
// in label file and class labels start from 1 to number_of_classes+1,
// while outputClasses correspond to class index from 0 to number_of_classes
int labelOffset = 0;
recognitions.add(
new Recognition(
"" + i,
labels.get((int) outputClasses[0][i] + labelOffset),
outputScores[0][i],
detection));
}
Trace.endSection(); // "recognizeImage"
return recognitions;
}
@Override
public void enableStatLogging(final boolean logStats) {}
@Override
public String getStatString() {
return "";
}
@Override
public void close() {}
public void setNumThreads(int num_threads) {
if (tfLite != null) tfLite.setNumThreads(num_threads);
}
@Override
public void setUseNNAPI(boolean isChecked) {
if (tfLite != null) tfLite.setUseNNAPI(isChecked);
}
}
/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
package org.tensorflow.lite.examples.detection.tracking;
import android.content.Context;
import android.graphics.Canvas;
import android.graphics.Color;
import android.graphics.Matrix;
import android.graphics.Paint;
import android.graphics.Paint.Cap;
import android.graphics.Paint.Join;
import android.graphics.Paint.Style;
import android.graphics.RectF;
import android.text.TextUtils;
import android.util.Pair;
import android.util.TypedValue;
import org.tensorflow.lite.examples.detection.env.BorderedText;
import org.tensorflow.lite.examples.detection.env.ImageUtils;
import org.tensorflow.lite.examples.detection.env.Logger;
import org.tensorflow.lite.examples.detection.tflite.Classifier.Recognition;
import java.util.LinkedList;
import java.util.List;
import java.util.Queue;
/** A tracker that handles non-max suppression and matches existing objects to new detections. */
public class MultiBoxTracker {
private static final float TEXT_SIZE_DIP = 18;
private static final float MIN_SIZE = 16.0f;
private static final int[] COLORS = {
Color.BLUE,
Color.RED,
Color.GREEN,
Color.YELLOW,
Color.CYAN,
Color.MAGENTA,
Color.WHITE,
Color.parseColor("#55FF55"),
Color.parseColor("#FFA500"),
Color.parseColor("#FF8888"),
Color.parseColor("#AAAAFF"),
Color.parseColor("#FFFFAA"),
Color.parseColor("#55AAAA"),
Color.parseColor("#AA33AA"),
Color.parseColor("#0D0068")
};
final List<Pair<Float, RectF>> screenRects = new LinkedList<Pair<Float, RectF>>();
private final Logger logger = new Logger();
private final Queue<Integer> availableColors = new LinkedList<Integer>();
private final List<TrackedRecognition> trackedObjects = new LinkedList<TrackedRecognition>();
private final Paint boxPaint = new Paint();
private final float textSizePx;
private final BorderedText borderedText;
private Matrix frameToCanvasMatrix;
private int frameWidth;
private int frameHeight;
private int sensorOrientation;
public MultiBoxTracker(final Context context) {
for (final int color : COLORS) {
availableColors.add(color);
}
boxPaint.setColor(Color.RED);
boxPaint.setStyle(Style.STROKE);
boxPaint.setStrokeWidth(10.0f);
boxPaint.setStrokeCap(Cap.ROUND);
boxPaint.setStrokeJoin(Join.ROUND);
boxPaint.setStrokeMiter(100);
textSizePx =
TypedValue.applyDimension(
TypedValue.COMPLEX_UNIT_DIP, TEXT_SIZE_DIP, context.getResources().getDisplayMetrics());
borderedText = new BorderedText(textSizePx);
}
public synchronized void setFrameConfiguration(
final int width, final int height, final int sensorOrientation) {
frameWidth = width;
frameHeight = height;
this.sensorOrientation = sensorOrientation;
}
public synchronized void drawDebug(final Canvas canvas) {
final Paint textPaint = new Paint();
textPaint.setColor(Color.WHITE);
textPaint.setTextSize(60.0f);
final Paint boxPaint = new Paint();
boxPaint.setColor(Color.RED);
boxPaint.setAlpha(200);
boxPaint.setStyle(Style.STROKE);
for (final Pair<Float, RectF> detection : screenRects) {
final RectF rect = detection.second;
canvas.drawRect(rect, boxPaint);
canvas.drawText("" + detection.first, rect.left, rect.top, textPaint);
borderedText.drawText(canvas, rect.centerX(), rect.centerY(), "" + detection.first);
}
}
public synchronized void trackResults(final List<Recognition> results, final long timestamp) {
logger.i("Processing %d results from %d", results.size(), timestamp);
processResults(results);
}
private Matrix getFrameToCanvasMatrix() {
return frameToCanvasMatrix;
}
public synchronized void draw(final Canvas canvas) {
final boolean rotated = sensorOrientation % 180 == 90;
final float multiplier =
Math.min(
canvas.getHeight() / (float) (rotated ? frameWidth : frameHeight),
canvas.getWidth() / (float) (rotated ? frameHeight : frameWidth));
frameToCanvasMatrix =
ImageUtils.getTransformationMatrix(
frameWidth,
frameHeight,
(int) (multiplier * (rotated ? frameHeight : frameWidth)),
(int) (multiplier * (rotated ? frameWidth : frameHeight)),
sensorOrientation,
false);
for (final TrackedRecognition recognition : trackedObjects) {
final RectF trackedPos = new RectF(recognition.location);
getFrameToCanvasMatrix().mapRect(trackedPos);
boxPaint.setColor(recognition.color);
float cornerSize = Math.min(trackedPos.width(), trackedPos.height()) / 8.0f;
canvas.drawRoundRect(trackedPos, cornerSize, cornerSize, boxPaint);
final String labelString =
!TextUtils.isEmpty(recognition.title)
? String.format("%s %.2f", recognition.title, (100 * recognition.detectionConfidence))
: String.format("%.2f", (100 * recognition.detectionConfidence));
// borderedText.drawText(canvas, trackedPos.left + cornerSize, trackedPos.top,
// labelString);
borderedText.drawText(
canvas, trackedPos.left + cornerSize, trackedPos.top, labelString + "%", boxPaint);
}
}
private void processResults(final List<Recognition> results) {
final List<Pair<Float, Recognition>> rectsToTrack = new LinkedList<Pair<Float, Recognition>>();
screenRects.clear();
final Matrix rgbFrameToScreen = new Matrix(getFrameToCanvasMatrix());
for (final Recognition result : results) {
if (result.getLocation() == null) {
continue;
}
final RectF detectionFrameRect = new RectF(result.getLocation());
final RectF detectionScreenRect = new RectF();
rgbFrameToScreen.mapRect(detectionScreenRect, detectionFrameRect);
logger.v(
"Result! Frame: " + result.getLocation() + " mapped to screen:" + detectionScreenRect);
screenRects.add(new Pair<Float, RectF>(result.getConfidence(), detectionScreenRect));
if (detectionFrameRect.width() < MIN_SIZE || detectionFrameRect.height() < MIN_SIZE) {
logger.w("Degenerate rectangle! " + detectionFrameRect);
continue;
}
rectsToTrack.add(new Pair<Float, Recognition>(result.getConfidence(), result));
}
trackedObjects.clear();
if (rectsToTrack.isEmpty()) {
logger.v("Nothing to track, aborting.");
return;
}
for (final Pair<Float, Recognition> potential : rectsToTrack) {
final TrackedRecognition trackedRecognition = new TrackedRecognition();
trackedRecognition.detectionConfidence = potential.first;
trackedRecognition.location = new RectF(potential.second.getLocation());
trackedRecognition.title = potential.second.getTitle();
trackedRecognition.color = COLORS[trackedObjects.size()];
trackedObjects.add(trackedRecognition);
if (trackedObjects.size() >= COLORS.length) {
break;
}
}
}
private static class TrackedRecognition {
RectF location;
float detectionConfidence;
int color;
String title;
}
}
<vector xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:aapt="http://schemas.android.com/aapt"
android:width="108dp"
android:height="108dp"
android:viewportWidth="108"
android:viewportHeight="108">
<path android:pathData="M31,63.928c0,0 6.4,-11 12.1,-13.1c7.2,-2.6 26,-1.4 26,-1.4l38.1,38.1L107,108.928l-32,-1L31,63.928z">
<aapt:attr name="android:fillColor">
<gradient
android:endX="85.84757"
android:endY="92.4963"
android:startX="42.9492"
android:startY="49.59793"
android:type="linear">
<item
android:color="#44000000"
android:offset="0.0" />
<item
android:color="#00000000"
android:offset="1.0" />
</gradient>
</aapt:attr>
</path>
<path
android:fillColor="#FFFFFF"
android:fillType="nonZero"
android:pathData="M65.3,45.828l3.8,-6.6c0.2,-0.4 0.1,-0.9 -0.3,-1.1c-0.4,-0.2 -0.9,-0.1 -1.1,0.3l-3.9,6.7c-6.3,-2.8 -13.4,-2.8 -19.7,0l-3.9,-6.7c-0.2,-0.4 -0.7,-0.5 -1.1,-0.3C38.8,38.328 38.7,38.828 38.9,39.228l3.8,6.6C36.2,49.428 31.7,56.028 31,63.928h46C76.3,56.028 71.8,49.428 65.3,45.828zM43.4,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2c-0.3,-0.7 -0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C45.3,56.528 44.5,57.328 43.4,57.328L43.4,57.328zM64.6,57.328c-0.8,0 -1.5,-0.5 -1.8,-1.2s-0.1,-1.5 0.4,-2.1c0.5,-0.5 1.4,-0.7 2.1,-0.4c0.7,0.3 1.2,1 1.2,1.8C66.5,56.528 65.6,57.328 64.6,57.328L64.6,57.328z"
android:strokeWidth="1"
android:strokeColor="#00000000" />
</vector>
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<?xml version="1.0" encoding="utf-8"?>
<vector xmlns:android="http://schemas.android.com/apk/res/android"
android:width="108dp"
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android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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<path
android:fillColor="#00000000"
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<path
android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
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<path
android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
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android:strokeWidth="0.8"
android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
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<path
android:fillColor="#00000000"
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<path
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<path
android:fillColor="#00000000"
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<path
android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
<path
android:fillColor="#00000000"
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android:strokeColor="#33FFFFFF" />
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android:fillColor="#00000000"
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</vector>
<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:orientation="vertical"
android:gravity="center"
android:background="#000"
tools:context=".CameraActivity" >
<LinearLayout
android:orientation="vertical"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:id="@+id/container" />
</LinearLayout>
<?xml version="1.0" encoding="utf-8"?>
<FrameLayout xmlns:android="http://schemas.android.com/apk/res/android"
android:layout_width="match_parent"
android:layout_height="match_parent">
<org.tensorflow.lite.examples.detection.customview.AutoFitTextureView
android:id="@+id/texture"
android:layout_width="wrap_content"
android:layout_height="wrap_content" />
<org.tensorflow.lite.examples.detection.customview.OverlayView
android:id="@+id/tracking_overlay"
android:layout_width="match_parent"
android:layout_height="match_parent"/>
</FrameLayout>
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<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:background="@color/IntroBackground"
tools:context=".MainActivity">
<ImageView
android:id="@+id/logo"
android:layout_width="304dp"
android:layout_height="250dp"
android:src="@drawable/logo"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintEnd_toEndOf="parent"
app:layout_constraintHorizontal_bias="0.495"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent"
app:layout_constraintVertical_bias="0.532" />
<ImageView
android:id="@+id/logotext"
android:layout_width="309dp"
android:layout_height="251dp"
android:src="@drawable/logotext"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintEnd_toEndOf="parent"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent"
app:layout_constraintVertical_bias="0.145" />
</androidx.constraintlayout.widget.ConstraintLayout>
<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>
\ No newline at end of file
<?xml version="1.0" encoding="utf-8"?>
<adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
<background android:drawable="@drawable/ic_launcher_background" />
<foreground android:drawable="@drawable/ic_launcher_foreground" />
</adaptive-icon>
\ No newline at end of file
<?xml version="1.0" encoding="utf-8"?>
<resources>
<color name="colorPrimary">#3F51B5</color>
<color name="colorPrimaryDark">#303F9F</color>
<color name="colorAccent">#FF4081</color>
<color name="IntroBackground">#FFDC48</color>
</resources>
\ No newline at end of file
<resources>
<string name="app_name">andorid-tensorflow-detection</string>
<string name="camera_error">This device doesn\'t support Camera2 API.</string>
</resources>
\ No newline at end of file
<resources>
<!-- Base application theme. -->
<style name="AppTheme" parent="Theme.AppCompat.Light.DarkActionBar">
<!-- Customize your theme here. -->
<item name="colorPrimary">@color/colorPrimary</item>
<item name="colorPrimaryDark">@color/colorPrimaryDark</item>
<item name="colorAccent">@color/colorAccent</item>
</style>
</resources>
\ No newline at end of file
package org.tensorflow.lite.examples.detection;
import org.junit.Test;
import static org.junit.Assert.*;
/**
* Example local unit test, which will execute on the development machine (host).
*
* @see <a href="http://d.android.com/tools/testing">Testing documentation</a>
*/
public class ExampleUnitTest {
@Test
public void addition_isCorrect() {
assertEquals(4, 2 + 2);
}
}
\ No newline at end of file
// Top-level build file where you can add configuration options common to all sub-projects/modules.
buildscript {
repositories {
google()
jcenter()
}
dependencies {
classpath "com.android.tools.build:gradle:4.0.0"
// NOTE: Do not place your application dependencies here; they belong
// in the individual module build.gradle files
}
}
allprojects {
repositories {
google()
jcenter()
}
}
task clean(type: Delete) {
delete rootProject.buildDir
}
\ No newline at end of file
# Project-wide Gradle settings.
# IDE (e.g. Android Studio) users:
# Gradle settings configured through the IDE *will override*
# any settings specified in this file.
# For more details on how to configure your build environment visit
# http://www.gradle.org/docs/current/userguide/build_environment.html
# Specifies the JVM arguments used for the daemon process.
# The setting is particularly useful for tweaking memory settings.
org.gradle.jvmargs=-Xmx2048m
# When configured, Gradle will run in incubating parallel mode.
# This option should only be used with decoupled projects. More details, visit
# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
# org.gradle.parallel=true
# AndroidX package structure to make it clearer which packages are bundled with the
# Android operating system, and which are packaged with your app"s APK
# https://developer.android.com/topic/libraries/support-library/androidx-rn
android.useAndroidX=true
# Automatically convert third-party libraries to use AndroidX
android.enableJetifier=true
\ No newline at end of file
No preview for this file type
#Thu Jun 11 22:12:07 KST 2020
distributionBase=GRADLE_USER_HOME
distributionPath=wrapper/dists
zipStoreBase=GRADLE_USER_HOME
zipStorePath=wrapper/dists
distributionUrl=https\://services.gradle.org/distributions/gradle-6.1.1-all.zip
#!/usr/bin/env sh
##############################################################################
##
## Gradle start up script for UN*X
##
##############################################################################
# Attempt to set APP_HOME
# Resolve links: $0 may be a link
PRG="$0"
# Need this for relative symlinks.
while [ -h "$PRG" ] ; do
ls=`ls -ld "$PRG"`
link=`expr "$ls" : '.*-> \(.*\)$'`
if expr "$link" : '/.*' > /dev/null; then
PRG="$link"
else
PRG=`dirname "$PRG"`"/$link"
fi
done
SAVED="`pwd`"
cd "`dirname \"$PRG\"`/" >/dev/null
APP_HOME="`pwd -P`"
cd "$SAVED" >/dev/null
APP_NAME="Gradle"
APP_BASE_NAME=`basename "$0"`
# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
DEFAULT_JVM_OPTS=""
# Use the maximum available, or set MAX_FD != -1 to use that value.
MAX_FD="maximum"
warn () {
echo "$*"
}
die () {
echo
echo "$*"
echo
exit 1
}
# OS specific support (must be 'true' or 'false').
cygwin=false
msys=false
darwin=false
nonstop=false
case "`uname`" in
CYGWIN* )
cygwin=true
;;
Darwin* )
darwin=true
;;
MINGW* )
msys=true
;;
NONSTOP* )
nonstop=true
;;
esac
CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
# Determine the Java command to use to start the JVM.
if [ -n "$JAVA_HOME" ] ; then
if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
# IBM's JDK on AIX uses strange locations for the executables
JAVACMD="$JAVA_HOME/jre/sh/java"
else
JAVACMD="$JAVA_HOME/bin/java"
fi
if [ ! -x "$JAVACMD" ] ; then
die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
else
JAVACMD="java"
which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
Please set the JAVA_HOME variable in your environment to match the
location of your Java installation."
fi
# Increase the maximum file descriptors if we can.
if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
MAX_FD_LIMIT=`ulimit -H -n`
if [ $? -eq 0 ] ; then
if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
MAX_FD="$MAX_FD_LIMIT"
fi
ulimit -n $MAX_FD
if [ $? -ne 0 ] ; then
warn "Could not set maximum file descriptor limit: $MAX_FD"
fi
else
warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
fi
fi
# For Darwin, add options to specify how the application appears in the dock
if $darwin; then
GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
fi
# For Cygwin, switch paths to Windows format before running java
if $cygwin ; then
APP_HOME=`cygpath --path --mixed "$APP_HOME"`
CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
JAVACMD=`cygpath --unix "$JAVACMD"`
# We build the pattern for arguments to be converted via cygpath
ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
SEP=""
for dir in $ROOTDIRSRAW ; do
ROOTDIRS="$ROOTDIRS$SEP$dir"
SEP="|"
done
OURCYGPATTERN="(^($ROOTDIRS))"
# Add a user-defined pattern to the cygpath arguments
if [ "$GRADLE_CYGPATTERN" != "" ] ; then
OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
fi
# Now convert the arguments - kludge to limit ourselves to /bin/sh
i=0
for arg in "$@" ; do
CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
else
eval `echo args$i`="\"$arg\""
fi
i=$((i+1))
done
case $i in
(0) set -- ;;
(1) set -- "$args0" ;;
(2) set -- "$args0" "$args1" ;;
(3) set -- "$args0" "$args1" "$args2" ;;
(4) set -- "$args0" "$args1" "$args2" "$args3" ;;
(5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
(6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
(7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
(8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
(9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
esac
fi
# Escape application args
save () {
for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
echo " "
}
APP_ARGS=$(save "$@")
# Collect all arguments for the java command, following the shell quoting and substitution rules
eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
cd "$(dirname "$0")"
fi
exec "$JAVACMD" "$@"
@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem Gradle startup script for Windows
@rem
@rem ##########################################################################
@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal
set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%
@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS=
@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome
set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init
echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe
if exist "%JAVA_EXE%" goto init
echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.
goto fail
:init
@rem Get command-line arguments, handling Windows variants
if not "%OS%" == "Windows_NT" goto win9xME_args
:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2
:win9xME_args_slurp
if "x%~1" == "x" goto execute
set CMD_LINE_ARGS=%*
:execute
@rem Setup the command line
set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd
:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1
:mainEnd
if "%OS%"=="Windows_NT" endlocal
:omega
## This file is automatically generated by Android Studio.
# Do not modify this file -- YOUR CHANGES WILL BE ERASED!
#
# This file should *NOT* be checked into Version Control Systems,
# as it contains information specific to your local configuration.
#
# Location of the SDK. This is only used by Gradle.
# For customization when using a Version Control System, please read the
# header note.
sdk.dir=C\:\\Users\\user\\AppData\\Local\\Android\\Sdk
\ No newline at end of file
include ':app'
rootProject.name = "My Application"
\ No newline at end of file