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1 +hereby disclaims all copyright interest in the program “MLB” (which helps access record by Mask-Wearing Discriminate Program Using Teachable Machine 2.0) written by Taeyoung Kim, Jaeho Lee.
2 +
3 +signature of Taeyoung Kim, Jaeho Lee 2 Dec 2020
4 +Taeyoung Kim, Jaeho Lee, Student of GyeonHee University
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578 +option of following the terms and conditions either of that numbered
579 +version or of any later version published by the Free Software
580 +Foundation. If the Program does not specify a version number of the
581 +GNU General Public License, you may choose any version ever published
582 +by the Free Software Foundation.
583 +
584 + If the Program specifies that a proxy can decide which future
585 +versions of the GNU General Public License can be used, that proxy's
586 +public statement of acceptance of a version permanently authorizes you
587 +to choose that version for the Program.
588 +
589 + Later license versions may give you additional or different
590 +permissions. However, no additional obligations are imposed on any
591 +author or copyright holder as a result of your choosing to follow a
592 +later version.
593 +
594 + 15. Disclaimer of Warranty.
595 +
596 + THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
597 +APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
598 +HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
599 +OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
600 +THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
601 +PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
602 +IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
603 +ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
604 +
605 + 16. Limitation of Liability.
606 +
607 + IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
608 +WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
609 +THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
610 +GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
611 +USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
612 +DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
613 +PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
614 +EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
615 +SUCH DAMAGES.
616 +
617 + 17. Interpretation of Sections 15 and 16.
618 +
619 + If the disclaimer of warranty and limitation of liability provided
620 +above cannot be given local legal effect according to their terms,
621 +reviewing courts shall apply local law that most closely approximates
622 +an absolute waiver of all civil liability in connection with the
623 +Program, unless a warranty or assumption of liability accompanies a
624 +copy of the Program in return for a fee.
625 +
626 + END OF TERMS AND CONDITIONS
627 +
628 + How to Apply These Terms to Your New Programs
629 +
630 + If you develop a new program, and you want it to be of the greatest
631 +possible use to the public, the best way to achieve this is to make it
632 +free software which everyone can redistribute and change under these terms.
633 +
634 + To do so, attach the following notices to the program. It is safest
635 +to attach them to the start of each source file to most effectively
636 +state the exclusion of warranty; and each file should have at least
637 +the "copyright" line and a pointer to where the full notice is found.
638 +
639 + <one line to give the program's name and a brief idea of what it does.>
640 + Copyright (C) <year> <name of author>
641 +
642 + This program is free software: you can redistribute it and/or modify
643 + it under the terms of the GNU General Public License as published by
644 + the Free Software Foundation, either version 3 of the License, or
645 + (at your option) any later version.
646 +
647 + This program is distributed in the hope that it will be useful,
648 + but WITHOUT ANY WARRANTY; without even the implied warranty of
649 + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
650 + GNU General Public License for more details.
651 +
652 + You should have received a copy of the GNU General Public License
653 + along with this program. If not, see <https://www.gnu.org/licenses/>.
654 +
655 +Also add information on how to contact you by electronic and paper mail.
656 +
657 + If the program does terminal interaction, make it output a short
658 +notice like this when it starts in an interactive mode:
659 +
660 + <program> Copyright (C) <year> <name of author>
661 + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
662 + This is free software, and you are welcome to redistribute it
663 + under certain conditions; type `show c' for details.
664 +
665 +The hypothetical commands `show w' and `show c' should show the appropriate
666 +parts of the General Public License. Of course, your program's commands
667 +might be different; for a GUI interface, you would use an "about box".
668 +
669 + You should also get your employer (if you work as a programmer) or school,
670 +if any, to sign a "copyright disclaimer" for the program, if necessary.
671 +For more information on this, and how to apply and follow the GNU GPL, see
672 +<https://www.gnu.org/licenses/>.
673 +
674 + The GNU General Public License does not permit incorporating your program
675 +into proprietary programs. If your program is a subroutine library, you
676 +may consider it more useful to permit linking proprietary applications with
677 +the library. If this is what you want to do, use the GNU Lesser General
678 +Public License instead of this License. But first, please read
679 +<https://www.gnu.org/licenses/why-not-lgpl.html>.
...\ No newline at end of file ...\ No newline at end of file
1 -# Mask-Wearing Discriminator
2 -## Outline
3 -Mask-Wearing Discriminate Program Using Teachable Machine 2.0 <br>
4 -Using teachable machine 2.0 provided by Google, a model was created that learned the type of mask wearing.<br>
5 -This program recognizes a person's face input through a webcam in real time and determines whether to wear a mask. <br>
6 -## Member
7 -컴퓨터공학과 2017103978 김태영 <br>
8 -컴퓨터공학과 2017104015 이재호 <br>
...\ No newline at end of file ...\ No newline at end of file
1 +<!--
2 +*** Thanks for checking out the Best-README-Template. If you have a suggestion
3 +*** that would make this better, please fork the repo and create a pull request
4 +*** or simply open an issue with the tag "enhancement".
5 +*** Thanks again! Now go create something AMAZING! :D
6 +-->
7 +
8 +
9 +
10 +<!-- PROJECT SHIELDS -->
11 +<!--
12 +*** I'm using markdown "reference style" links for readability.
13 +*** Reference links are enclosed in brackets [ ] instead of parentheses ( ).
14 +*** See the bottom of this document for the declaration of the reference variables
15 +*** for contributors-url, forks-url, etc. This is an optional, concise syntax you may use.
16 +*** https://www.markdownguide.org/basic-syntax/#reference-style-links
17 +-->
18 +<!--
19 +[![Contributors][contributors-shield]][contributors-url]
20 +[![Stargazers][stars-shield]][stars-url]
21 +[![Issues][issues-shield]][issues-url]
22 +[![MIT License][license-shield]][license-url]
23 +[![LinkedIn][linkedin-shield]][linkedin-url]-->
24 +
25 +
26 +
27 +<!-- PROJECT LOGO -->
28 +<br />
29 +<p align="center">
30 + <a href="https://github.com/othneildrew/Best-README-Template">
31 + <img src="readme_img/logo.png" alt="Logo" width="80" height="80">
32 + </a>
33 +
34 + <h3 align="center">Mask-Wearing Discriminator!</h3>
35 +
36 + <p align="center">
37 + 구글 Teachable Machine 2.0을 이용하여 마스크 착용 검사 및 출입부 작성 기능을 제공합니다.
38 + <br />
39 + <!--여기 뭐 넣을지 생각해보자-->
40 + <a href="http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject"><strong>Explore the docs »</strong></a>
41 + <br />
42 + <br />
43 + <a href="https://teachablemachine.withgoogle.com">Teachable Machine 2.0</a>
44 + ·
45 + <a href="https://www.w3schools.com/">W3schools</a>
46 + ·
47 + <a href="http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/issues">Request Feature</a>
48 + </p>
49 +</p>
50 +
51 +
52 +
53 +<!-- TABLE OF CONTENTS -->
54 +<details open="open">
55 + <summary>Table of Contents</summary>
56 + <ol>
57 + <li>
58 + <a href="#about-the-project">About The Project</a>
59 + <ul>
60 + <li><a href="#built-with">Built With</a></li>
61 + </ul>
62 + </li>
63 + <li>
64 + <a href="#getting-started">Getting Started</a>
65 + <ul>
66 + <li><a href="#prerequisites">Prerequisites</a></li>
67 + <li><a href="#installation">Installation</a></li>
68 + </ul>
69 + </li>
70 + <li><a href="#usage">Usage</a></li>
71 + <li><a href="#roadmap">Roadmap</a></li>
72 + <li><a href="#precautions">Precautions</a></li>
73 + <li><a href="#contributing">Contributing</a></li>
74 + <li><a href="#reference">Reference</a></li>
75 + <li><a href="#license">License</a></li>
76 + <li><a href="#contact">Contact</a></li>
77 + <li><a href="#acknowledgements">Acknowledgements</a></li>
78 + </ol>
79 +</details>
80 +
81 +
82 +
83 +<!-- ABOUT THE PROJECT -->
84 +## About The Project
85 +
86 +전례 없는 COVID-19가 창궐함에 따라 전염을 막기 위한 마스크 착용은 필수 불가결의 의무가 되었고, 출입자 통제 및 기록, 마스크 착용 여부 판별에 대한 업무가 증가하고 있다.<br>
87 +그래서, 우리는 인공지능을 활용해 이러한 업무를 뒷받침할 수 있는 간단한 시스템을 제작해보게 되었다.<br><br>
88 +
89 +쉽고 빠르게 머신러닝을 가능케 하는 오픈소스인 구글의 Teachable Machine 2.0을 이용한 마스크 착용 판별 프로그램입니다.<br>
90 +Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 모델을 만들었습니다.<br>
91 +이 프로그램은 웹캠을 통해 입력되는 사람의 얼굴을 실시간으로 인식해 마스크 착용 여부를 판별합니다.<br>
92 +마스크 착용 판별 이외에 출입자 인적사항 기록 기능과 기록을 파일화해 저장하는 기능도 제공합니다.<br>
93 +
94 +
95 +### Built With
96 +
97 +* [Bootstrap](https://getbootstrap.com)
98 +* [JQuery](https://jquery.com)
99 +* [Nodejs](https://nodejs.org)
100 + - [express](https://github.com/expressjs/express)
101 + - [ejs](https://github.com/mde/ejs)
102 +* [Teachable Machine](https://teachablemachine.withgoogle.com)
103 +
104 +
105 +
106 +
107 +<!-- GETTING STARTED -->
108 +## Getting Started
109 +
110 +### Installation
111 +
112 +1. Clone the repo
113 + ```sh
114 + git clone http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject.git
115 + ```
116 +2. Install NPM packages
117 + ```sh
118 + npm install
119 + ```
120 +3. Enter your API in `index.ejs`
121 + ```JS
122 + const URL = 'ENTER YOUR Teachable Machine Model Url';
123 + ```
124 +4. Start Server in npm located.
125 + ```sh
126 + npm start
127 + ```
128 +### Initial setting
129 +1. Main page 접속<br>
130 + 1.1 https://localhost:3000을 통해 Main page에 접속합니다.<br><br>
131 +2. 카메라 허용<br>
132 + 2.1 카메라 허용 메시지가 표시되면 허용을 선택합니다.<br><br>
133 +
134 +<!-- USAGE EXAMPLES -->
135 +## Usage
136 +<!-- 사진 순서별로 정렬할 수 있도록. -->
137 +[![Product Name Screen Shot][product-screenshot1]]()<br><br>
138 +[![Product Name Screen Shot][product-screenshot2]]()<br><br>
139 +[![Product Name Screen Shot][product-screenshot3]]()<br><br>
140 +1. 마스크 착용 판별 기능<br>
141 + 1.1. 카메라 정면을 바라보고 서있는다. <br>
142 + 1.2. 마스크 착용 여부에 따라 영상 출력부 우측의 이미지가 변하고 소리가 출력된다.<br>
143 +<br>
144 +2. 출입내역 기록 기능<br>
145 + 2.1. 처음 페이지에 접속하여 출입내역을 작성할 곳의 위치를 입력한다.<br>
146 + 2.2. 건물에 출입하는 인원들은 캠 앞에서서 이름, 전화번호, 신분을 선택하고 제출을 누른다.<br/>
147 + 2.3. 이때 마스크를 착용하지 않았다면 작성한 내용을 제출이 불가능하다.<br><br>
148 +3. 출입내역 저장 기능<br>
149 + 3.1 지금까지 기록한 내용들을 '저장' 버튼을 눌러 파일을 생성한다.<br>
150 + 3.2 생성한 파일을 '다운로드'를 통해 로컬에 저장한다.<br><br>
151 +
152 +
153 +
154 +
155 +<!-- ROADMAP -->
156 +## Roadmap
157 +
158 +See the [open issues](http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/issues) for a list of proposed features (and known issues).
159 +
160 +
161 +
162 +<!-- PRECAUTION -->
163 +## Precautions
164 +아래 주의사항에 유의하여 사용해주세요.<br>
165 +**1. 마스크 착용 여부 판별에 웹캠의 실시간 영상 데이터를 사용. 브라우저의 웹캠 접근 권한 허용 필수. 웹캠 없이도 출입자 인적사항 기록은 가능하나 마스크 착용 여부 판별은 불가.**<br>
166 +**2. 인터넷 브라우저별로 json 및 txt 파일 생성 방법이 달라 Internet Explorer에서는 출입자 인적사항 기록은 가능하나 저장은 불가**<br>
167 +**3. Internet Explorer에서 대화 상자(Prompt)의 출력 방식이 Chrome 과는 달라 대화 상자 출력 불가. 따라서 초기에 위치 입력이 불가**<br>
168 +**4. 출입자 인적사항을 기록한 파일을 다운로드 시 반드시 로컬의 Download 폴더에 저장됨. 저장 경로 변경 불가.**<br>
169 +**5. 웹캠 앞에서의 재빠른 움직임은 마스크 착용 여부를 정확히 판별하지 못할 수 있음.**<br>
170 +
171 +
172 +<!-- CONTRIBUTING -->
173 +## Contributing
174 +
175 +해당 프로젝트에 기여하고 싶다면 아래의 절차를 따라주세요. <br>
176 +**어떠한 기여도 환영입니다!!**.<br>
177 +1. Fork the Project
178 +2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
179 +3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
180 +4. Push to the Branch (`git push origin feature/AmazingFeature`)
181 +5. Open a Pull Request
182 +
183 +
184 +<!-- Reference -->
185 +## Reference
186 +<a href="https://teachablemachine.withgoogle.com">Teachable Machine 2.0</a>
187 + ·
188 +<a href="https://www.w3schools.com/">W3schools</a>
189 + ·
190 +<a href="https://devdocs.io/express/">Express</a>
191 + ·
192 +<a href="https://devdocs.io/node/">Node.js</a>
193 +
194 +
195 +<!-- LICENSE -->
196 +## License
197 +
198 +<!-- 라이센스 나중에 올리고 링크 수정 필요-->
199 +GPL-v3.0 라이센스를 적용합니다. 자세한 정보는 [License][license-url]를 확인해주세요.<br>
200 +
201 +
202 +
203 +<!-- CONTACT -->
204 +## Contact
205 +Taeyoung Kim - rlaxodud9809@khu.ac.kr<br>
206 +Jaeho Lee - dlwogh9344@khu.ac.kr
207 +
208 +
209 +Project Link: [http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject](http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject)
210 +
211 +
212 +
213 +<!-- ACKNOWLEDGEMENTS -->
214 +<!--## Acknowledgements
215 +* [GitHub Emoji Cheat Sheet](https://www.webpagefx.com/tools/emoji-cheat-sheet)
216 +* [Img Shields](https://shields.io)
217 +* [Choose an Open Source License](https://choosealicense.com)
218 +* [GitHub Pages](https://pages.github.com)
219 +* [Animate.css](https://daneden.github.io/animate.css)
220 +* [Loaders.css](https://connoratherton.com/loaders)
221 +* [Slick Carousel](https://kenwheeler.github.io/slick)
222 +* [Smooth Scroll](https://github.com/cferdinandi/smooth-scroll)
223 +* [Sticky Kit](http://leafo.net/sticky-kit)
224 +* [JVectorMap](http://jvectormap.com)
225 +* [Font Awesome](https://fontawesome.com)-->
226 +
227 +
228 +
229 +
230 +
231 +<!-- MARKDOWN LINKS & IMAGES -->
232 +<!-- https://www.markdownguide.org/basic-syntax/#reference-style-links -->
233 +<!--[contributors-shield]: https://img.shields.io/github/contributors/othneildrew/Best-README-Template.svg?style=for-the-badge
234 +[contributors-url]: http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/graphs/master/contributors
235 +[forks-shield]: https://img.shields.io/github/forks/othneildrew/Best-README-Template.svg?style=for-the-badge
236 +[forks-url]: https://github.com/othneildrew/Best-README-Template/network/members
237 +[stars-shield]: https://img.shields.io/github/stars/othneildrew/Best-README-Template.svg?style=for-the-badge
238 +[stars-url]: https://github.com/othneildrew/Best-README-Template/stargazers
239 +[issues-shield]: https://img.shields.io/github/issues/othneildrew/Best-README-Template.svg?style=for-the-badge
240 +[issues-url]: https://github.com/othneildrew/Best-README-Template/issues
241 +[license-shield]: https://img.shields.io/github/license/othneildrew/Best-README-Template.svg?style=for-the-badge
242 +[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=for-the-badge&logo=linkedin&colorB=555
243 +[linkedin-url]: https://linkedin.com/in/othneildrew -->
244 +
245 +[license-url]: http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/blob/master/LICENSE.txt
246 +[product-screenshot1]: ./readme_img/1.png
247 +[product-screenshot2]: ./readme_img/2.png
248 +[product-screenshot3]: ./readme_img/3.png
......
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1 +curl -v -X POST "https://kakaoi-newtone-openapi.kakao.com/v1/synthesize" \
2 +-H "Content-Type: application/xml" \
3 +-H "Authorization: {KAKAO API KEY}" \
4 +-d '<speak><voice name="WOMAN_READ_CALM">정상</voice> </speak>' > 0.mp3
5 +
6 +curl -v -X POST "https://kakaoi-newtone-openapi.kakao.com/v1/synthesize" \
7 +-H "Content-Type: application/xml" \
8 +-H "Authorization: {KAKAO API KEY}" \
9 +-d '<speak><voice name="WOMAN_READ_CALM">마스크를 정확히 착용하세요.</voice></speak>' > 1.mp3
10 +
11 +curl -v -X POST "https://kakaoi-newtone-openapi.kakao.com/v1/synthesize" \
12 +-H "Content-Type: application/xml" \
13 +-H "Authorization: {KAKAO API KEY}" \
14 +-d '<speak><voice name="WOMAN_READ_CALM">시작</voice> </speak>' > 4.mp3
1 body { 1 body {
2 - padding: 50px; 2 + padding-top: 5px;
3 + padding-bottom: 20px;
3 font: 14px "Lucida Grande", Helvetica, Arial, sans-serif; 4 font: 14px "Lucida Grande", Helvetica, Arial, sans-serif;
4 } 5 }
5 6
6 a { 7 a {
7 color: #00B7FF; 8 color: #00B7FF;
8 } 9 }
10 +
11 +/* 헤더 */
12 +header{
13 + height:70px;
14 + background-image: linear-gradient(120deg, #a1c4fd 0%, #c2e9fb 100%);
15 + -webkit-box-shadow: inset 0 -2px 5px rgba(0,0,0,.1);
16 + box-shadow: inset 0 -2px 5px rgba(0,0,0,.1);
17 +}
18 +
19 +.header_name{
20 + margin: 15px;
21 + margin-left : 30px;
22 + float: left;
23 + font-size: 30px ;
24 + color: white;
25 +}
26 +
27 +/* footer */
28 +footer{
29 + padding: 40px 0;
30 + color: #999;
31 + text-align: center;
32 + background-color: #f9f9f9;
33 + border-top: 1px solid #e5e5e5;
34 +}
35 +
36 +/* 메인 div를 나누기 위한 것. */
37 +.box1{
38 + float: left;
39 + width: 550px;
40 + padding:10px;
41 + margin:10px;
42 +}
43 +
44 +.box2{
45 + display: inline-block;
46 + width: 35%;
47 + padding:10px;
48 + margin:10px;
49 + margin-left: 30px;
50 +
51 +}
52 +
53 +/* box2안의 이미지와 입력폼에 관한 css */
54 +.alert_image{
55 + width:100%;
56 +}
57 +
58 +.col-lg-6{
59 + margin-top: 10px;
60 + width:100%
61 +}
...\ No newline at end of file ...\ No newline at end of file
......
...@@ -3,7 +3,24 @@ var router = express.Router(); ...@@ -3,7 +3,24 @@ var router = express.Router();
3 3
4 /* GET home page. */ 4 /* GET home page. */
5 router.get('/', function(req, res, next) { 5 router.get('/', function(req, res, next) {
6 - res.render('index', { title: 'Express' }); 6 + res.render('index', { title: 'MWD' , url: "/images/1.jpg"});
7 }); 7 });
8 8
9 -module.exports = router;
...\ No newline at end of file ...\ No newline at end of file
9 +/* predict() 의 결과를 querystring으로 받아 그것에 맞는 이미지와 음성파일을 보내준다. */
10 +/* /data?id=n 의 형태로 id값을 전달해 준다. */
11 +router.get('/data', function(req, res, next){
12 +
13 + id = req.query.id;
14 +
15 + data = {
16 + image : "/images/"+id+".jpg",
17 + audio : "/audios/"+id+".mp3"
18 + }
19 + //데이터 확인
20 + console.log(data);
21 + //보내주기.
22 + res.send(data);
23 +});
24 +
25 +module.exports = router;
26 +
......
...@@ -2,19 +2,167 @@ ...@@ -2,19 +2,167 @@
2 <html> 2 <html>
3 <head> 3 <head>
4 <title><%= title %></title> 4 <title><%= title %></title>
5 +
6 + <!-- Bootstrap -->
7 + <!-- 합쳐지고 최소화된 최신 CSS -->
8 + <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.2/css/bootstrap.min.css">
5 <link rel='stylesheet' href='/stylesheets/style.css' /> 9 <link rel='stylesheet' href='/stylesheets/style.css' />
10 + <!-- Jquery를 불러온다 -->
11 + <script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/3.1.0/jquery.min.js"></script>
12 + <script>
13 + var place = prompt("위치를 입력해 주세요. ex) 전자정보대학", ""); //위치 정보를 입력 받는다.
14 + alert(place + '(으)로 설정되었습니다.');
15 + var fileName = place + '.txt'; // 위치를 파일 이름으로 쓰기 위함.
16 +
17 + var nameArr = []; // 이름을 저장할 배열
18 + var numArr = []; // 전화번호를 저장할 배열
19 + var idArr = []; // 신분을 저장할 배열
20 + var dayTimeArr = []; // 날짜와 시간을 저장할 배열
21 +
22 + function checkInput() // 입력값이 공백이니 아닌지 확인
23 + {
24 + if(document.getElementById('name').value == "" || document.getElementById('number').value == "")
25 + {
26 + alert("이름과 전화번호를 정확히 기입해 주세요.");
27 + clear();
28 + return;
29 + }
30 + getInfo();
31 + };
32 + function checkName() // 올바른 이름 형태인지 확인
33 + {
34 + var name = document.getElementById('name').value;
35 + var regex = /^[가-힣]{2,4}|[a-zA-Z]{2,10}\s[a-zA-Z]{2,10}$/;
36 + if (!(regex.test(name)))
37 + {
38 + alert("이름을 정확히 입력해 주세요.");
39 + document.getElementById('name').value = "";
40 + }
41 + };
42 +
43 + function checkNumber() // 올바른 전화번호 형태인지 확인
44 + {
45 + var number = document.getElementById('number').value;
46 + var regex = /^\d{3}-\d{4}-\d{4}$/;
47 + if (!(regex.test(number)))
48 + {
49 + alert("010-XXXX-XXXX 형식에 맞게 입력해 주세요.");
50 + document.getElementById('number').value = "";
51 + }
52 +
53 + };
54 +
55 + function getDayTime() // 날짜와 시간을 구해주는 함수
56 + {
57 + var today = new Date();
58 + var day = today.toLocaleDateString(); //년도.월.날짜
59 + var time = today.toLocaleTimeString(); //시:분:초
60 + return (day + ' ' + time);
61 + };
62 +
63 + function clear() // 데이터 제출 시 input box를 초기화 시킨다.
64 + {
65 + document.getElementById('name').value = "";
66 + document.getElementById('number').value = "";
67 + };
68 +
69 + function getInfo() // 입력받은 데이터를 배열에 저장한다.
70 + {
71 + var temp_name = document.getElementById('name').value;
72 + var temp_num = document.getElementById('number').value;
73 + var id_index = document.getElementById('identity');
74 + var temp_id = id_index.options[id_index.selectedIndex].value;
75 + var dateTime = getDayTime();
76 + nameArr.push(temp_name);
77 + console.log(nameArr);
78 + numArr.push(temp_num);
79 + console.log(numArr);
80 + idArr.push(temp_id);
81 + console.log(idArr);
82 + dayTimeArr.push(dateTime);
83 + console.log(dayTimeArr);
84 + clear();
85 +
86 + };
87 +
88 + function save() // 배열에 저장한 데이터를 가공해 json파일의 형태로 만들고, 다운로드 링크를 생성한다.
89 + {
90 + var obj = new Object();
91 + for (var i = 0; i< nameArr.length; i++)
92 + {
93 + obj[nameArr[i]] = {"전화번호": numArr[i], "신분": idArr[i], "일시": dayTimeArr[i]};
94 + }
95 + var obj_s = JSON.stringify(obj, null, "\t"); //json text화 시키기.
96 + var dataUri = "data:application/json;charset=utf-8,"+ encodeURIComponent(obj_s);// 파일 링크 생성
97 + var link = $("#link").attr("href", dataUri);
98 + console.log('Save Complete');
99 + document.getElementById('link').setAttribute('download', fileName); // 다운로드 전 파일 이름을 변경해준다.
100 + };
101 +
102 + </script>
6 </head> 103 </head>
7 <body> 104 <body>
8 - <h1><%= title %></h1> 105 + <!-- header -->
9 - <p>Welcome to <%= title %></p> 106 + <header>
107 + <p class="header_name">MWD</p>
108 + </header>
109 +
110 + <!-- main contents -->
111 + <div class="container" style="margin-top: 30px">
112 + <div class="box1">
113 + <div id="webcam-container"></div>
114 + <div id="label-container" ></div>
115 + </div>
116 + <div class="box2">
117 + <div id="check_image">
118 + <img class="alert_image" src="/images/2.jpg">
119 + </div>
120 +
121 + <!-- 인풋 폼 나중에 합치기 -->
122 + <div class="col-lg-6">
123 + <form>
124 + <legend>방문자 인적 사항</legend>
125 + <p>이름: <input class="form-control" type='text' id='name' onblur="checkName();" placeholder="홍길동" required>
126 + </p>
127 + <p>전화번호: <input class="form-control" type='text' id='number' onblur="checkNumber();" placeholder="010-XXXX-XXXX" required></input></p>
128 + <p>신분:
129 + <select id = "identity" class="form-control" required>
130 + <option value = "재학생">재학생</option>
131 + <option value = "휴학생">휴학생</option>
132 + <option value = "직원">직원</option>
133 + <option value = "외부인">외부인</option>
134 + </select>
135 + </p>
136 + <p>
137 + <input type = "reset" style="float:right; margin-left:5px; background-image: linear-gradient(to top, #fbc2eb 0%, #a6c1ee 100%); border: 0;" class="btn btn-warning"value = "다시입력"/>
138 + <button type = "button" onclick="checkInput();" style="float:right; background-image: linear-gradient(120deg, #a1c4fd 0%, #c2e9fb 100%); border: 0; " class="btn btn-success">제출</button>
139 + </p>
140 + <button type="button" onclick="save();">저장</button>
141 + <a href="#" id="link" download="name">다운로드</a>
142 + </form>
143 + </div>
144 + <!-- 인풋 폼 종료 -->
145 + </div>
146 + </div>
147 + <span id = "check_audio">
148 + <!--초기값으로 '시작'이라는 음성을 사용 -->
149 + <!--auto play 기능을 위해 iframe 사용 -->
150 + <iframe src="/audios/3.mp3" allow="autoplay" id="audio" style="display:none"></iframe>
151 + </span>
152 + <!-- footer -->
153 + <footer>
154 + <p>Mask-Wearing Discriminate Program Using Teachable Machine 2.0</p>
155 + <p>Using teachable machine 2.0 provided by Google, a model was created that learned the type of mask wearing.</p>
156 + <p>2017103978김태영 20174015이재호</p>
157 + <p>contact us <a href="http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject">khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject</a></p>
158 + </footer>
159 +
10 160
11 <!--https://teachablemachine.withgoogle.com/ 를 통해 학습시키고 얻은 스켈레톤 코드 --> 161 <!--https://teachablemachine.withgoogle.com/ 를 통해 학습시키고 얻은 스켈레톤 코드 -->
12 - <div>Teachable Machine Image Model</div> 162 +
13 - <button type="button" onclick="init()">Start</button>
14 - <div id="webcam-container"></div>
15 - <div id="label-container"></div>
16 <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@1.3.1/dist/tf.min.js"></script> 163 <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@1.3.1/dist/tf.min.js"></script>
17 <script src="https://cdn.jsdelivr.net/npm/@teachablemachine/image@0.8/dist/teachablemachine-image.min.js"></script> 164 <script src="https://cdn.jsdelivr.net/npm/@teachablemachine/image@0.8/dist/teachablemachine-image.min.js"></script>
165 + <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.2.1/jquery.min.js"></script>
18 <script type="text/javascript"> 166 <script type="text/javascript">
19 // More API functions here: 167 // More API functions here:
20 // https://github.com/googlecreativelab/teachablemachine-community/tree/master/libraries/image 168 // https://github.com/googlecreativelab/teachablemachine-community/tree/master/libraries/image
...@@ -51,22 +199,83 @@ ...@@ -51,22 +199,83 @@
51 } 199 }
52 } 200 }
53 201
54 - async function loop() { 202 + async function loop() {
55 - webcam.update(); // update the webcam frame 203 + webcam.update(); // update the webcam frame
56 - await predict(); 204 + await predict();
57 - window.requestAnimationFrame(loop); 205 + window.requestAnimationFrame(loop);
206 + }
207 +
208 + // run the webcam image through the image model
209 + async function predict() {
210 + // predict can take in an image, video or canvas html element
211 + const prediction = await model.predict(webcam.canvas);
212 +
213 + //나중에 모두 하고나면 이부분은 항목별 일치확률을 보여주는 것으로 제거해도 무방.
214 + for (let i = 0; i < maxPredictions; i++) {
215 + const classPrediction =
216 + prediction[i].className + ": " + prediction[i].probability.toFixed(2);
217 + labelContainer.childNodes[i].innerHTML = classPrediction;
58 } 218 }
59 219
60 - // run the webcam image through the image model 220 + //ajax로 요청을 보낼 값 초기값 -1
61 - async function predict() { 221 + var predict_id = -1;
62 - // predict can take in an image, video or canvas html element 222 +
63 - const prediction = await model.predict(webcam.canvas); 223 + //해당 항목의 일치확률이 몇프로 이상이어야 해당 항목이라 판단할지 결정하는 변수
64 - for (let i = 0; i < maxPredictions; i++) { 224 + var check_probablity=0.95;
65 - const classPrediction = 225 + //0: 완벽 1: 불량 2: 배경 -> 사람이 없는 경우
66 - prediction[i].className + ": " + prediction[i].probability.toFixed(2); 226 +
67 - labelContainer.childNodes[i].innerHTML = classPrediction; 227 + if(prediction[0].probability.toFixed(2)>check_probablity){
68 - } 228 + predict_id=0;
229 + }
230 + else if(prediction[1].probability.toFixed(2)>check_probablity){
231 + predict_id=1;
232 + }
233 + else if(prediction[2].probability.toFixed(2)>check_probablity){
234 + predict_id=2;
69 } 235 }
236 +
237 + //이전 결과와 다를떄만 ajax요청
238 + //last_result_predict는 전역변수. 초기값 -999로 설정되어있다.
239 + //이것 없으면 계속 요청이 보내진다.
240 + if(last_result_predict!=predict_id){
241 +
242 + //ajax로 서버에 그 id에 해당하는 이미지의 주소와 음성파일을 달라고 요청한다.
243 + if(predict_id >= 0){
244 + //last_result_predict값을 지금 결과로 나온 predict로 초기화해준다.
245 + last_result_predict = predict_id;
246 + $(function() {
247 + $.ajax({
248 + type: 'GET',
249 + datatype:'json',
250 + url: '/data?id='+predict_id,
251 + success: function(result) {
252 + console.log(result);
253 +
254 + //받아온 json데이터를 처리한다
255 + process_json(result);
256 + }
257 + });
258 + })
259 + }
260 + }
261 + }
262 +
263 + //JSON 데이터 처리
264 + function process_json(json_data){
265 + var images = json_data.image;
266 + var strDOM = "";
267 + var audio = json_data.audio;
268 + var audioName = "";
269 + //이미지 태그 생성
270 + strDOM += '<img class="alert_image" src="'+images+'">';
271 + //오디오 태그 생성
272 + audioName += '<iframe src="' + audio + '" allow="autoplay" id="audio" style="display:none"></iframe>';
273 + //#cehck_image div의 이미지 교체
274 + $('#check_image').html(strDOM);
275 + //#check_audio div의 오디오 교체
276 + $('#check_audio').html(audioName);
277 + }
278 +
70 </script> 279 </script>
71 - </body> 280 + </body>
72 </html> 281 </html>
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......