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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 | ||
5 | - | ||
6 | - GNU GENERAL PUBLIC LICENSE | ||
7 | - Version 3, 29 June 2007 | ||
8 | - | ||
9 | - Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> | ||
10 | - Everyone is permitted to copy and distribute verbatim copies | ||
11 | - of this license document, but changing it is not allowed. | ||
12 | - | ||
13 | - Preamble | ||
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21 | -share and change all versions of a program--to make sure it remains free | ||
22 | -software for all its users. We, the Free Software Foundation, use the | ||
23 | -GNU General Public License for most of our software; it applies also to | ||
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76 | - TERMS AND CONDITIONS | ||
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347 | - | ||
348 | - 7. Additional Terms. | ||
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350 | - "Additional permissions" are terms that supplement the terms of this | ||
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411 | - | ||
412 | - 8. Termination. | ||
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414 | - You may not propagate or modify a covered work except as expressly | ||
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438 | -material under section 10. | ||
439 | - | ||
440 | - 9. Acceptance Not Required for Having Copies. | ||
441 | - | ||
442 | - You are not required to accept this License in order to receive or | ||
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444 | -occurring solely as a consequence of using peer-to-peer transmission | ||
445 | -to receive a copy likewise does not require acceptance. However, | ||
446 | -nothing other than this License grants you permission to propagate or | ||
447 | -modify any covered work. These actions infringe copyright if you do | ||
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450 | - | ||
451 | - 10. Automatic Licensing of Downstream Recipients. | ||
452 | - | ||
453 | - Each time you convey a covered work, the recipient automatically | ||
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458 | - An "entity transaction" is a transaction transferring control of an | ||
459 | -organization, or substantially all assets of one, or subdividing an | ||
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468 | - You may not impose any further restrictions on the exercise of the | ||
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472 | -(including a cross-claim or counterclaim in a lawsuit) alleging that | ||
473 | -any patent claim is infringed by making, using, selling, offering for | ||
474 | -sale, or importing the Program or any portion of it. | ||
475 | - | ||
476 | - 11. Patents. | ||
477 | - | ||
478 | - A "contributor" is a copyright holder who authorizes use under this | ||
479 | -License of the Program or a work on which the Program is based. The | ||
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481 | - | ||
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538 | -contain the covered work, unless you entered into that arrangement, | ||
539 | -or that patent license was granted, prior to 28 March 2007. | ||
540 | - | ||
541 | - Nothing in this License shall be construed as excluding or limiting | ||
542 | -any implied license or other defenses to infringement that may | ||
543 | -otherwise be available to you under applicable patent law. | ||
544 | - | ||
545 | - 12. No Surrender of Others' Freedom. | ||
546 | - | ||
547 | - If conditions are imposed on you (whether by court order, agreement or | ||
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553 | -to collect a royalty for further conveying from those to whom you convey | ||
554 | -the Program, the only way you could satisfy both those terms and this | ||
555 | -License would be to refrain entirely from conveying the Program. | ||
556 | - | ||
557 | - 13. Use with the GNU Affero General Public License. | ||
558 | - | ||
559 | - Notwithstanding any other provision of this License, you have | ||
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566 | -combination as such. | ||
567 | - | ||
568 | - 14. Revised Versions of this License. | ||
569 | - | ||
570 | - The Free Software Foundation may publish revised and/or new versions of | ||
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572 | -be similar in spirit to the present version, but may differ in detail to | ||
573 | -address new problems or concerns. | ||
574 | - | ||
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576 | -Program specifies that a certain numbered version of the GNU General | ||
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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 | ||
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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 | ||
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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 | +MIT License | ||
2 | + | ||
3 | +Copyright (c) 2020 Taeyoung Kim | ||
4 | +Copyright (c) 2020 Jaeho Lee | ||
5 | + | ||
6 | +Permission is hereby granted, free of charge, to any person obtaining a copy | ||
7 | +of this software and associated documentation files (the "Software"), to deal | ||
8 | +in the Software without restriction, including without limitation the rights | ||
9 | +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
10 | +copies of the Software, and to permit persons to whom the Software is | ||
11 | +furnished to do so, subject to the following conditions: | ||
12 | + | ||
13 | +The above copyright notice and this permission notice shall be included in all | ||
14 | +copies or substantial portions of the Software. | ||
15 | + | ||
16 | +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
17 | +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
18 | +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
19 | +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
20 | +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
21 | +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
22 | +SOFTWARE. | ||
... | \ No newline at end of file | ... | \ No newline at end of file | ... | ... |
... | @@ -51,8 +51,9 @@ | ... | @@ -51,8 +51,9 @@ |
51 | <li> | 51 | <li> |
52 | <a href="#getting-started">Getting Started</a> | 52 | <a href="#getting-started">Getting Started</a> |
53 | <ul> | 53 | <ul> |
54 | - <li><a href="#prerequisites">Installation</a></li> | 54 | + <li><a href="#connect-to-server">Connect to Server</a></li> |
55 | - <li><a href="#installation">Initial setting</a></li> | 55 | + <li><a href="#installation">Installation</a></li> |
56 | + <li><a href="#initial-setting">Initial setting</a></li> | ||
56 | </ul> | 57 | </ul> |
57 | </li> | 58 | </li> |
58 | <li><a href="#usage">Usage</a></li> | 59 | <li><a href="#usage">Usage</a></li> |
... | @@ -73,7 +74,7 @@ | ... | @@ -73,7 +74,7 @@ |
73 | 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> | 74 | 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> |
74 | 그래서, 우리는 인공지능을 활용해 이러한 업무를 뒷받침할 수 있는 간단한 시스템을 제작해보게 되었다.<br><br> | 75 | 그래서, 우리는 인공지능을 활용해 이러한 업무를 뒷받침할 수 있는 간단한 시스템을 제작해보게 되었다.<br><br> |
75 | 76 | ||
76 | -쉽고 빠르게 머신러닝을 가능케 하는 오픈소스인 구글의 Teachable Machine 2.0을 이용한 마스크 착용 판별 프로그램입니다.<br> | 77 | +쉽고 빠르게 머신러닝을 가능케 하는 오픈소스인 구글의 Teachable Machine 2.0을 이용한 마스크 착용 판별 프로그램입니다.<br> |
77 | Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 모델을 만들었습니다.<br> | 78 | Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 모델을 만들었습니다.<br> |
78 | 이 프로그램은 웹캠을 통해 입력되는 사람의 얼굴을 실시간으로 인식해 마스크 착용 여부를 판별합니다.<br> | 79 | 이 프로그램은 웹캠을 통해 입력되는 사람의 얼굴을 실시간으로 인식해 마스크 착용 여부를 판별합니다.<br> |
79 | 마스크 착용 판별 이외에 출입자 인적사항 기록 기능과 기록을 파일화해 저장하는 기능도 제공합니다.<br> | 80 | 마스크 착용 판별 이외에 출입자 인적사항 기록 기능과 기록을 파일화해 저장하는 기능도 제공합니다.<br> |
... | @@ -85,6 +86,8 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 | ... | @@ -85,6 +86,8 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 |
85 | * [Nodejs](https://nodejs.org) | 86 | * [Nodejs](https://nodejs.org) |
86 | - [express](https://github.com/expressjs/express) | 87 | - [express](https://github.com/expressjs/express) |
87 | - [ejs](https://github.com/mde/ejs) | 88 | - [ejs](https://github.com/mde/ejs) |
89 | +* [python](https://www.python.org) | ||
90 | + * [selenium](https://selenium-python.readthedocs.io) | ||
88 | * [Teachable Machine](https://teachablemachine.withgoogle.com) | 91 | * [Teachable Machine](https://teachablemachine.withgoogle.com) |
89 | * [Kakao TTS API](https://developers.kakao.com/docs/latest/ko/voice/common) | 92 | * [Kakao TTS API](https://developers.kakao.com/docs/latest/ko/voice/common) |
90 | 93 | ||
... | @@ -94,27 +97,52 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 | ... | @@ -94,27 +97,52 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 |
94 | <!-- GETTING STARTED --> | 97 | <!-- GETTING STARTED --> |
95 | ## Getting Started | 98 | ## Getting Started |
96 | 99 | ||
100 | +### Connect to Server | ||
101 | + * https://www.khumwd.ml:8080 에 오시면 바로 실행이 가능합니다 | ||
102 | + | ||
97 | ### Installation | 103 | ### Installation |
98 | 104 | ||
105 | +#### (배포 이전)Local 에서 실행하는 방법입니다. | ||
106 | + | ||
99 | 1. Repository Clone 하기 | 107 | 1. Repository Clone 하기 |
100 | ```sh | 108 | ```sh |
101 | git clone http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject.git | 109 | git clone http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject.git |
102 | ``` | 110 | ``` |
103 | -2. NPM 패키지 설치하기 | 111 | +2. 모델 만들기 |
112 | + 1. 파이썬 모듈 설치하기(파이썬이 설치된 폴더에서) | ||
113 | + ```sh | ||
114 | + pip install -r requirements.txt | ||
115 | + ``` | ||
116 | + 2. 크롬 드라이버 설치<br> | ||
117 | + https://chromedriver.chromium.org/downloads 에 접속하여 자신의 크롬 브라우져와 맞는 버전 다운받기 | ||
118 | + 3. `google.py`에 크롬드라이버 경로 설정하기 | ||
119 | + ```python | ||
120 | + chromedriver_path = "경로" | ||
121 | + ``` | ||
122 | + 4. `google.py`실행하기 | ||
123 | + ```sh | ||
124 | + python google.py | ||
125 | + ``` | ||
126 | + 5.모델 만들기<br> | ||
127 | + https://teachablemachine.withgoogle.com 에 접속하여 /python/model 에 저장된 크롤링된 이미지들을 넣어 모델을 만든다 | ||
128 | + <br><br> | ||
129 | +3. 로컬서버 실행하기 | ||
130 | + 1. NPM 패키지 설치하기 | ||
104 | ```sh | 131 | ```sh |
105 | npm install | 132 | npm install |
106 | ``` | 133 | ``` |
107 | -3. `index.ejs`에 API 넣기 | 134 | + 2. `index.ejs`에 API 넣기 |
108 | ```JS | 135 | ```JS |
109 | const URL = 'Teachable Machine 모델의 Url을 입력'; | 136 | const URL = 'Teachable Machine 모델의 Url을 입력'; |
110 | ``` | 137 | ``` |
111 | -4. NPM을 이용해 서버 시작하기 | 138 | + 3. NPM을 이용해 서버 시작하기 |
112 | ```sh | 139 | ```sh |
113 | npm start | 140 | npm start |
114 | ``` | 141 | ``` |
142 | + | ||
115 | ### Initial setting | 143 | ### Initial setting |
116 | 1. Main page 접속<br> | 144 | 1. Main page 접속<br> |
117 | - 1.1 https://localhost:3000 으로 Main page에 접속합니다.<br><br> | 145 | + 1.1 로컬서버를 직접 열어 https://localhost:3000 으로 Main page에 접속하거나, https://www.khumwd.ml:8080 를 통해 Main page에 접속합니다.<br><br> |
118 | 2. 카메라 허용<br> | 146 | 2. 카메라 허용<br> |
119 | 2.1 카메라 권한 요청 메시지가 표시되면 허용을 선택합니다.<br><br> | 147 | 2.1 카메라 권한 요청 메시지가 표시되면 허용을 선택합니다.<br><br> |
120 | 148 | ||
... | @@ -159,10 +187,10 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 | ... | @@ -159,10 +187,10 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 |
159 | 아래 주의사항에 유의해 사용해 주세요. <br> | 187 | 아래 주의사항에 유의해 사용해 주세요. <br> |
160 | **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> | 188 | **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> |
161 | **2. 인터넷 브라우저별로 json 및 txt 파일 생성 방법이 달라 Internet Explorer에서는 출입자 인적사항 기록은 가능하나 저장은 불가**<br> | 189 | **2. 인터넷 브라우저별로 json 및 txt 파일 생성 방법이 달라 Internet Explorer에서는 출입자 인적사항 기록은 가능하나 저장은 불가**<br> |
162 | -**3. Internet Explorer에서 대화 상자(Prompt)의 출력 방식이 Chrome 과는 달라 대화 상자 출력 불가. 따라서 초기에 위치 입력이 불가**<br> | 190 | +**3. Internet Explorer에서 대화 상자(Prompt)의 출력 방식이 Chrome 과는 달라 대화 상자 출력 불가. 따라서 초기에 위치 입력이 불가**<br> |
163 | -**4. 출입자 인적사항을 기록한 파일을 다운로드 시 반드시 로컬의 Download 폴더에 저장됨. 저장 경로 변경 불가.**<br> | 191 | +**4. 출입자 인적사항을 기록한 파일을 다운로드 시 반드시 로컬의 Download 폴더에 저장됨. 저장 경로 변경 불가.**<br> |
164 | -**5. 웹캠 앞에서의 재빠른 움직임은 마스크 착용 여부를 정확히 판별하지 못할 수 있음.**<br> | 192 | +**5. 웹캠 앞에서의 재빠른 움직임은 마스크 착용 여부를 정확히 판별하지 못할 수 있음.**<br> |
165 | -**6. 크롬 브라우저의 특성상 첫 음성 출력에 소요되는 시간이 지연될 수 있음.**<br> | 193 | +**6. 크롬 브라우저의 특성상 첫 음성 출력에 소요되는 시간이 지연될 수 있음.**<br> |
166 | 194 | ||
167 | <!-- CONTRIBUTING --> | 195 | <!-- CONTRIBUTING --> |
168 | ## Contributing | 196 | ## Contributing |
... | @@ -185,6 +213,8 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 | ... | @@ -185,6 +213,8 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 |
185 | <a href="https://devdocs.io/express/">Express</a> | 213 | <a href="https://devdocs.io/express/">Express</a> |
186 | · | 214 | · |
187 | <a href="https://devdocs.io/node/">Node.js</a> | 215 | <a href="https://devdocs.io/node/">Node.js</a> |
216 | + · | ||
217 | +<a href="https://selenium-python.readthedocs.io">selenium</a> | ||
188 | 218 | ||
189 | <a href="https://developers.kakao.com/docs/latest/ko/voice/common">Kakao TTS API</a> | 219 | <a href="https://developers.kakao.com/docs/latest/ko/voice/common">Kakao TTS API</a> |
190 | 220 | ||
... | @@ -193,7 +223,7 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 | ... | @@ -193,7 +223,7 @@ Teachable Machine 2.0을 이용해 마스크 착용을 유형별로 학습시킨 |
193 | ## License | 223 | ## License |
194 | 224 | ||
195 | <!-- 라이센스 나중에 올리고 링크 수정 필요--> | 225 | <!-- 라이센스 나중에 올리고 링크 수정 필요--> |
196 | -GPL-v3.0 라이센스를 적용합니다. 자세한 정보는 [License][license-url]를 확인해주세요.<br> | 226 | +MIT 라이센스를 적용합니다. 자세한 정보는 [License][license-url]를 확인해주세요.<br> |
197 | 227 | ||
198 | 228 | ||
199 | 229 | ||
... | @@ -207,4 +237,4 @@ Project Link: [http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject](http://khuhu | ... | @@ -207,4 +237,4 @@ Project Link: [http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject](http://khuhu |
207 | 237 | ||
208 | 238 | ||
209 | 239 | ||
210 | -[license-url]: http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/blob/master/LICENSE.txt | ||
... | \ No newline at end of file | ... | \ No newline at end of file |
240 | +[license-url]: http://khuhub.khu.ac.kr/MWD/2020-02-OSS-TermProject/blob/master/LICENSE.txt | ... | ... |
-
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