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/
OSS2020-2_Screensaver
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Authored by
seungmin lee
2020-12-05 01:20:13 +0900
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Plain Diff
Commit
d2c3bfabb927a642f5ef32a10c6d6b9089eca0e4
d2c3bfab
1 parent
c5bc6f6c
upload image added, random collection added
Show whitespace changes
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Showing
10 changed files
with
264 additions
and
23 deletions
screensaver/package-lock.json
screensaver/package.json
screensaver/public/javascripts/index.js
screensaver/public/javascripts/main.js
screensaver/routes/index.js
screensaver/routes/register.js
screensaver/routes/use.js
screensaver/views/index.ejs
screensaver/views/redirect.ejs
screensaver/views/use.ejs
screensaver/package-lock.json
View file @
d2c3bfa
...
...
@@ -18,6 +18,11 @@
"negotiator"
:
"0.6.2"
}
},
"append-field"
:
{
"version"
:
"1.0.0"
,
"resolved"
:
"https://registry.npmjs.org/append-field/-/append-field-1.0.0.tgz"
,
"integrity"
:
"sha1-HjRA6RXwsSA9I3SOeO3XubW0PlY="
},
"array-flatten"
:
{
"version"
:
"1.1.1"
,
"resolved"
:
"https://registry.npmjs.org/array-flatten/-/array-flatten-1.1.1.tgz"
,
...
...
@@ -84,11 +89,60 @@
"isarray"
:
"^1.0.0"
}
},
"buffer-from"
:
{
"version"
:
"1.1.1"
,
"resolved"
:
"https://registry.npmjs.org/buffer-from/-/buffer-from-1.1.1.tgz"
,
"integrity"
:
"sha512-MQcXEUbCKtEo7bhqEs6560Hyd4XaovZlO/k9V3hjVUF/zwW7KBVdSK4gIt/bzwS9MbR5qob+F5jusZsb0YQK2A=="
},
"busboy"
:
{
"version"
:
"0.2.14"
,
"resolved"
:
"https://registry.npmjs.org/busboy/-/busboy-0.2.14.tgz"
,
"integrity"
:
"sha1-bCpiLvz0fFe7vh4qnDetNseSVFM="
,
"requires"
:
{
"dicer"
:
"0.2.5"
,
"readable-stream"
:
"1.1.x"
}
},
"bytes"
:
{
"version"
:
"3.0.0"
,
"resolved"
:
"https://registry.npmjs.org/bytes/-/bytes-3.0.0.tgz"
,
"integrity"
:
"sha1-0ygVQE1olpn4Wk6k+odV3ROpYEg="
},
"concat-stream"
:
{
"version"
:
"1.6.2"
,
"resolved"
:
"https://registry.npmjs.org/concat-stream/-/concat-stream-1.6.2.tgz"
,
"integrity"
:
"sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw=="
,
"requires"
:
{
"buffer-from"
:
"^1.0.0"
,
"inherits"
:
"^2.0.3"
,
"readable-stream"
:
"^2.2.2"
,
"typedarray"
:
"^0.0.6"
},
"dependencies"
:
{
"readable-stream"
:
{
"version"
:
"2.3.7"
,
"resolved"
:
"https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.7.tgz"
,
"integrity"
:
"sha512-Ebho8K4jIbHAxnuxi7o42OrZgF/ZTNcsZj6nRKyUmkhLFq8CHItp/fy6hQZuZmP/n3yZ9VBUbp4zz/mX8hmYPw=="
,
"requires"
:
{
"core-util-is"
:
"~1.0.0"
,
"inherits"
:
"~2.0.3"
,
"isarray"
:
"~1.0.0"
,
"process-nextick-args"
:
"~2.0.0"
,
"safe-buffer"
:
"~5.1.1"
,
"string_decoder"
:
"~1.1.1"
,
"util-deprecate"
:
"~1.0.1"
}
},
"string_decoder"
:
{
"version"
:
"1.1.1"
,
"resolved"
:
"https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz"
,
"integrity"
:
"sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="
,
"requires"
:
{
"safe-buffer"
:
"~5.1.0"
}
}
}
},
"content-disposition"
:
{
"version"
:
"0.5.2"
,
"resolved"
:
"https://registry.npmjs.org/content-disposition/-/content-disposition-0.5.2.tgz"
,
...
...
@@ -118,6 +172,11 @@
"resolved"
:
"https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.0.6.tgz"
,
"integrity"
:
"sha1-4wOogrNCzD7oylE6eZmXNNqzriw="
},
"core-util-is"
:
{
"version"
:
"1.0.2"
,
"resolved"
:
"https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz"
,
"integrity"
:
"sha1-tf1UIgqivFq1eqtxQMlAdUUDwac="
},
"debug"
:
{
"version"
:
"2.6.9"
,
"resolved"
:
"https://registry.npmjs.org/debug/-/debug-2.6.9.tgz"
,
...
...
@@ -136,6 +195,15 @@
"resolved"
:
"https://registry.npmjs.org/destroy/-/destroy-1.0.4.tgz"
,
"integrity"
:
"sha1-l4hXRCxEdJ5CBmE+N5RiBYJqvYA="
},
"dicer"
:
{
"version"
:
"0.2.5"
,
"resolved"
:
"https://registry.npmjs.org/dicer/-/dicer-0.2.5.tgz"
,
"integrity"
:
"sha1-WZbAhrszIYyBLAkL3cCc0S+stw8="
,
"requires"
:
{
"readable-stream"
:
"1.1.x"
,
"streamsearch"
:
"0.1.2"
}
},
"ee-first"
:
{
"version"
:
"1.1.1"
,
"resolved"
:
"https://registry.npmjs.org/ee-first/-/ee-first-1.1.1.tgz"
,
...
...
@@ -311,6 +379,19 @@
"mime-db"
:
"1.44.0"
}
},
"minimist"
:
{
"version"
:
"1.2.5"
,
"resolved"
:
"https://registry.npmjs.org/minimist/-/minimist-1.2.5.tgz"
,
"integrity"
:
"sha512-FM9nNUYrRBAELZQT3xeZQ7fmMOBg6nWNmJKTcgsJeaLstP/UODVpGsr5OhXhhXg6f+qtJ8uiZ+PUxkDWcgIXLw=="
},
"mkdirp"
:
{
"version"
:
"0.5.5"
,
"resolved"
:
"https://registry.npmjs.org/mkdirp/-/mkdirp-0.5.5.tgz"
,
"integrity"
:
"sha512-NKmAlESf6jMGym1++R0Ra7wvhV+wFW63FaSOFPwRahvea0gMUcGUhVeAg/0BC0wiv9ih5NYPB1Wn1UEI1/L+xQ=="
,
"requires"
:
{
"minimist"
:
"^1.2.5"
}
},
"morgan"
:
{
"version"
:
"1.9.1"
,
"resolved"
:
"https://registry.npmjs.org/morgan/-/morgan-1.9.1.tgz"
,
...
...
@@ -328,11 +409,31 @@
"resolved"
:
"https://registry.npmjs.org/ms/-/ms-2.0.0.tgz"
,
"integrity"
:
"sha1-VgiurfwAvmwpAd9fmGF4jeDVl8g="
},
"multer"
:
{
"version"
:
"1.4.2"
,
"resolved"
:
"https://registry.npmjs.org/multer/-/multer-1.4.2.tgz"
,
"integrity"
:
"sha512-xY8pX7V+ybyUpbYMxtjM9KAiD9ixtg5/JkeKUTD6xilfDv0vzzOFcCp4Ljb1UU3tSOM3VTZtKo63OmzOrGi3Cg=="
,
"requires"
:
{
"append-field"
:
"^1.0.0"
,
"busboy"
:
"^0.2.11"
,
"concat-stream"
:
"^1.5.2"
,
"mkdirp"
:
"^0.5.1"
,
"object-assign"
:
"^4.1.1"
,
"on-finished"
:
"^2.3.0"
,
"type-is"
:
"^1.6.4"
,
"xtend"
:
"^4.0.0"
}
},
"negotiator"
:
{
"version"
:
"0.6.2"
,
"resolved"
:
"https://registry.npmjs.org/negotiator/-/negotiator-0.6.2.tgz"
,
"integrity"
:
"sha512-hZXc7K2e+PgeI1eDBe/10Ard4ekbfrrqG8Ep+8Jmf4JID2bNg7NvCPOZN+kfF574pFQI7mum2AUqDidoKqcTOw=="
},
"object-assign"
:
{
"version"
:
"4.1.1"
,
"resolved"
:
"https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz"
,
"integrity"
:
"sha1-IQmtx5ZYh8/AXLvUQsrIv7s2CGM="
},
"on-finished"
:
{
"version"
:
"2.3.0"
,
"resolved"
:
"https://registry.npmjs.org/on-finished/-/on-finished-2.3.0.tgz"
,
...
...
@@ -356,6 +457,11 @@
"resolved"
:
"https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.7.tgz"
,
"integrity"
:
"sha1-32BBeABfUi8V60SQ5yR6G/qmf4w="
},
"process-nextick-args"
:
{
"version"
:
"2.0.1"
,
"resolved"
:
"https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz"
,
"integrity"
:
"sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="
},
"proxy-addr"
:
{
"version"
:
"2.0.6"
,
"resolved"
:
"https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.6.tgz"
,
...
...
@@ -401,6 +507,24 @@
"unpipe"
:
"1.0.0"
}
},
"readable-stream"
:
{
"version"
:
"1.1.14"
,
"resolved"
:
"https://registry.npmjs.org/readable-stream/-/readable-stream-1.1.14.tgz"
,
"integrity"
:
"sha1-fPTFTvZI44EwhMY23SB54WbAgdk="
,
"requires"
:
{
"core-util-is"
:
"~1.0.0"
,
"inherits"
:
"~2.0.1"
,
"isarray"
:
"0.0.1"
,
"string_decoder"
:
"~0.10.x"
},
"dependencies"
:
{
"isarray"
:
{
"version"
:
"0.0.1"
,
"resolved"
:
"https://registry.npmjs.org/isarray/-/isarray-0.0.1.tgz"
,
"integrity"
:
"sha1-ihis/Kmo9Bd+Cav8YDiTmwXR7t8="
}
}
},
"safe-buffer"
:
{
"version"
:
"5.1.2"
,
"resolved"
:
"https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz"
,
...
...
@@ -457,6 +581,16 @@
"resolved"
:
"https://registry.npmjs.org/statuses/-/statuses-1.4.0.tgz"
,
"integrity"
:
"sha512-zhSCtt8v2NDrRlPQpCNtw/heZLtfUDqxBM1udqikb/Hbk52LK4nQSwr10u77iopCW5LsyHpuXS0GnEc48mLeew=="
},
"streamsearch"
:
{
"version"
:
"0.1.2"
,
"resolved"
:
"https://registry.npmjs.org/streamsearch/-/streamsearch-0.1.2.tgz"
,
"integrity"
:
"sha1-gIudDlb8Jz2Am6VzOOkpkZoanxo="
},
"string_decoder"
:
{
"version"
:
"0.10.31"
,
"resolved"
:
"https://registry.npmjs.org/string_decoder/-/string_decoder-0.10.31.tgz"
,
"integrity"
:
"sha1-YuIDvEF2bGwoyfyEMB2rHFMQ+pQ="
},
"type-is"
:
{
"version"
:
"1.6.18"
,
"resolved"
:
"https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz"
,
...
...
@@ -466,6 +600,11 @@
"mime-types"
:
"~2.1.24"
}
},
"typedarray"
:
{
"version"
:
"0.0.6"
,
"resolved"
:
"https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz"
,
"integrity"
:
"sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c="
},
"unpipe"
:
{
"version"
:
"1.0.0"
,
"resolved"
:
"https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz"
,
...
...
@@ -480,6 +619,11 @@
"querystring"
:
"0.2.0"
}
},
"util-deprecate"
:
{
"version"
:
"1.0.2"
,
"resolved"
:
"https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz"
,
"integrity"
:
"sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8="
},
"utils-merge"
:
{
"version"
:
"1.0.1"
,
"resolved"
:
"https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz"
,
...
...
@@ -508,6 +652,11 @@
"version"
:
"9.0.7"
,
"resolved"
:
"https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-9.0.7.tgz"
,
"integrity"
:
"sha1-Ey7mPS7FVlxVfiD0wi35rKaGsQ0="
},
"xtend"
:
{
"version"
:
"4.0.2"
,
"resolved"
:
"https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz"
,
"integrity"
:
"sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
}
}
}
...
...
screensaver/package.json
View file @
d2c3bfa
...
...
@@ -15,6 +15,7 @@
"express"
:
"~4.16.1"
,
"http-errors"
:
"^1.6.3"
,
"morgan"
:
"~1.9.1"
,
"multer"
:
"^1.4.2"
,
"python-shell"
:
"^2.0.2"
}
}
...
...
screensaver/public/javascripts/index.js
View file @
d2c3bfa
...
...
@@ -56,6 +56,8 @@ async function setupCamera() {
async
function
AWS_req
(
img_byte
){
let
element
=
document
.
getElementById
(
'method'
);
console
.
log
(
element
.
value
)
let
collection
=
document
.
getElementById
(
'collection'
);
var
rekognition
=
new
AWS
.
Rekognition
();
var
params
=
{
CollectionId
:
"6jj2"
,
...
...
@@ -66,10 +68,10 @@ async function AWS_req(img_byte){
MaxFaces
:
5
};
post_data
=
{
"result"
:
false
,
"type"
:
element
.
value
,
"landing"
:
"false"
,
"image"
:
img_byte
"image"
:
img_byte
,
"collection"
:
collection
.
value
}
console
.
log
(
img_byte
)
redirectPost
(
"/use"
,
post_data
)
...
...
screensaver/public/javascripts/main.js
View file @
d2c3bfa
...
...
@@ -3,9 +3,7 @@
templated.co @templatedco
Released for free under the Creative Commons Attribution 3.0 license (templated.co/license)
*/
function
register_alert
(){
alert
(
"등록되었습니다."
)
}
var
settings
=
{
banner
:
{
...
...
screensaver/routes/index.js
View file @
d2c3bfa
var
express
=
require
(
"express"
);
var
router
=
express
.
Router
();
function
makeid
(
length
)
{
var
result
=
''
;
var
characters
=
'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789'
;
var
charactersLength
=
characters
.
length
;
for
(
var
i
=
0
;
i
<
length
;
i
++
)
{
result
+=
characters
.
charAt
(
Math
.
floor
(
Math
.
random
()
*
charactersLength
));
}
return
result
;
}
var
AWS
=
require
(
"aws-sdk"
);
AWS
.
config
.
loadFromPath
(
"./config.json"
);
var
rekognition
=
new
AWS
.
Rekognition
();
/* GET home page. */
router
.
get
(
"/"
,
function
(
req
,
res
,
next
)
{
res
.
render
(
"index"
,
{
title
:
"Express"
});
var
collectionID
=
makeid
(
8
)
var
params
=
{
CollectionId
:
collectionID
};
rekognition
.
createCollection
(
params
,
function
(
err
,
data
)
{
if
(
err
)
console
.
log
(
err
,
err
.
stack
);
// an error occurred
else
console
.
log
(
data
);
// successful response
});
console
.
log
(
collectionID
)
res
.
render
(
"index"
,
{
title
:
"Express"
,
error
:
""
,
collection
:
collectionID
});
});
router
.
post
(
"/"
,
function
(
req
,
res
,
next
){
console
.
log
(
req
.
body
.
collection
)
res
.
render
(
"index"
,
{
title
:
"Express"
,
error
:
""
,
collection
:
req
.
body
.
collection
});
});
module
.
exports
=
router
;
...
...
screensaver/routes/register.js
View file @
d2c3bfa
...
...
@@ -2,28 +2,53 @@ var express = require("express");
var
router
=
express
.
Router
();
var
AWS
=
require
(
"aws-sdk"
);
var
fs
=
require
(
"fs"
);
const
path
=
require
(
'path'
);
AWS
.
config
.
loadFromPath
(
"./config.json"
);
const
multer
=
require
(
'multer'
);
var
rekognition
=
new
AWS
.
Rekognition
();
const
upload
=
multer
({
storage
:
multer
.
diskStorage
({
destination
(
req
,
file
,
cb
){
cb
(
null
,
'uploads/'
)
},
filename
(
req
,
file
,
cb
){
// 확장자 추출
const
ext
=
path
.
extname
(
file
.
originalname
);
// 이름설정 (basename:확장자제외 파일명) + 현재시간 + 확장자
cb
(
null
,
path
.
basename
(
file
.
originalname
,
ext
)
+
new
Date
().
valueOf
()
+
ext
);
},
}),
limit
:
{
fileSize
:
5
*
1024
*
1024
},
});
router
.
post
(
"/"
,
upload
.
single
(
'img'
),
(
req
,
res
)
=>
{
console
.
log
(
req
.
file
)
router
.
post
(
"/"
,
(
req
,
res
)
=>
{
var
path_image
=
req
.
body
.
image
;
var
params
=
{};
fs
.
readFile
(
path_image
,
function
(
err
,
data
)
{
fs
.
readFile
(
req
.
file
.
path
,
function
(
err
,
data
)
{
if
(
err
)
{
console
.
log
(
err
);
}
params
=
{
CollectionId
:
"6jj2"
,
CollectionId
:
req
.
body
.
collection
,
DetectionAttributes
:
[],
ExternalImageId
:
req
.
body
.
text
,
Image
:
{
Bytes
:
data
},
};
rekognition
.
indexFaces
(
params
,
function
(
err
,
data
)
{
if
(
err
)
console
.
log
(
err
,
err
.
stack
);
if
(
err
)
{
console
.
log
(
err
,
err
.
stack
);
res
.
render
(
'redirect'
,
{
error
:
"not registered! is there any faces on image?"
,
collection
:
req
.
body
.
collection
})
}
// an error occurred
else
console
.
log
(
data
);
// successful response
console
.
log
(
"등록되었습니다."
);
res
.
redirect
(
"/"
);
fs
.
unlink
(
req
.
file
.
path
,
(
err
)
=>
{
if
(
err
)
throw
err
;
console
.
log
(
'image was deleted'
);
});
if
(
data
.
FaceRecords
.
length
>
0
)
res
.
render
(
'redirect'
,
{
error
:
"registered!"
,
collection
:
req
.
body
.
collection
})
else
res
.
render
(
'redirect'
,
{
error
:
"not registered! is there any faces on image?"
,
collection
:
req
.
body
.
collection
})
});
});
});
...
...
screensaver/routes/use.js
View file @
d2c3bfa
...
...
@@ -11,10 +11,11 @@ const { exec } = require("child_process");
router
.
post
(
"/"
,
function
(
req
,
res
,
next
)
{
console
.
log
(
req
.
body
)
if
(
req
.
body
.
landing
==
"true"
)
{
res
.
render
(
'use'
,
{
method
:
req
.
body
.
type
})
res
.
render
(
'use'
,
{
method
:
req
.
body
.
type
,
collection
:
req
.
body
.
collection
})
}
else
{
image
=
req
.
body
.
image
console
.
log
(
req
.
body
.
collection
)
// console.log(image)
// var img_arr = req.body.image.split(',').map(function(item) {
// return parseInt(item, 10);
...
...
@@ -33,7 +34,7 @@ router.post("/", function (req, res, next) {
}
// console.log(imageBytes)
var
params
=
{
CollectionId
:
"6jj2"
,
CollectionId
:
req
.
body
.
collection
,
FaceMatchThreshold
:
95
,
Image
:
{
Bytes
:
imageBytes
...
...
@@ -46,7 +47,7 @@ router.post("/", function (req, res, next) {
}
else
{
if
(
data
.
FaceMatches
.
length
>
0
){
res
.
re
direct
(
"/"
);
res
.
re
nder
(
"redirect"
,
{
error
:
"Recognized!"
,
collection
:
req
.
body
.
collection
}
);
}
else
{
// todo 잠금 페이지로 이동.
...
...
screensaver/views/index.ejs
View file @
d2c3bfa
...
...
@@ -38,10 +38,10 @@
</header>
<footer
class=
"align-center"
>
<form
action=
/register
method=
"post"
>
<input
type=
"file"
id=
"im
age_path"
name=
"image
"
accept=
"image/png, image/jpeg"
class=
"button alt"
>
<input
type=
"text"
id=
"image_id"
name=
"text"
value=
"사진 이름"
"
><input
type=
"submit"
value=
"등록"
class=
"button alt"
onclick=
"register_alert()
"
>
<form
action=
/register
method=
"post"
enctype=
"multipart/form-data"
>
<input
type=
"file"
id=
"im
g"
name=
"img
"
accept=
"image/png, image/jpeg"
class=
"button alt"
>
<input
type=
'hidden'
name=
"collection"
id=
'collection'
value=
"<%= collection %>"
>
<input
type=
"text"
id=
"image_id"
name=
"text"
value=
"사진 이름"
"
><input
type=
"submit"
value=
"등록"
class=
"button alt"
"
>
</form>
</footer>
</div>
...
...
@@ -63,7 +63,7 @@
<input
type=
"hidden"
name=
"landing"
id=
"landing"
value=
"true"
/>
<label
for=
"type"
>
Input Password:
</label>
<input
type=
'password'
name=
'type'
id=
'type'
/>
<input
type=
'hidden'
name=
"collection"
id=
'collection'
value=
"<%= collection %>"
>
<!-- <select name="type" id="type" class="button alt">
<option value="Desktop">바탕화면</option>
<option value="Logout">로그아웃</option>
...
...
@@ -86,5 +86,15 @@
<script
src=
"javascripts/skel.min.js"
></script>
<script
src=
"javascripts/util.js"
></script>
<script
src=
"javascripts/main.js"
></script>
<script
type=
"text/javascript"
>
var
error
=
'<%= error %>'
;
if
(
error
!=
''
)
{
alert
(
error
);
}
</script>
</body>
</html>
...
...
screensaver/views/redirect.ejs
0 → 100644
View file @
d2c3bfa
<body>
</body>
<script type="text/javascript">
var error = '<%= error %>';
if(error!='')
{
alert(error);
}
function redirectPost(url, data) {
var form = document.createElement('form');
document.body.appendChild(form);
form.method = 'post';
form.action = url;
for (var name in data) {
var input = document.createElement('input');
input.type = 'hidden';
input.name = name;
input.value = data[name];
form.appendChild(input);
}
form.submit();
}
post_data = {
"collection":'<%= collection %>'
}
// window.location.href='/'
redirectPost('/',post_data)
</script>
\ No newline at end of file
screensaver/views/use.ejs
View file @
d2c3bfa
...
...
@@ -66,6 +66,7 @@ limitations under the License.
<input type="button" id="AWS_button" onclick="onClick();" value="버튼1" />
<form>
<input type="hidden" id="method" name="method" value=<%= method %> />
<input type="hidden" id="collection" name="collection" value=<%= collection %> />
</form>
</body>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs"></script>
...
...
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