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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 | ||
14 | + | ||
15 | + The GNU General Public License is a free, copyleft license for | ||
16 | +software and other kinds of works. | ||
17 | + | ||
18 | + The licenses for most software and other practical works are designed | ||
19 | +to take away your freedom to share and change the works. By contrast, | ||
20 | +the GNU General Public License is intended to guarantee your freedom to | ||
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 | ||
24 | +any other work released this way by its authors. You can apply it to | ||
25 | +your programs, too. | ||
26 | + | ||
27 | + When we speak of free software, we are referring to freedom, not | ||
28 | +price. Our General Public Licenses are designed to make sure that you | ||
29 | +have the freedom to distribute copies of free software (and charge for | ||
30 | +them if you wish), that you receive source code or can get it if you | ||
31 | +want it, that you can change the software or use pieces of it in new | ||
32 | +free programs, and that you know you can do these things. | ||
33 | + | ||
34 | + To protect your rights, we need to prevent others from denying you | ||
35 | +these rights or asking you to surrender the rights. Therefore, you have | ||
36 | +certain responsibilities if you distribute copies of the software, or if | ||
37 | +you modify it: responsibilities to respect the freedom of others. | ||
38 | + | ||
39 | + For example, if you distribute copies of such a program, whether | ||
40 | +gratis or for a fee, you must pass on to the recipients the same | ||
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42 | +or can get the source code. And you must show them these terms so they | ||
43 | +know their rights. | ||
44 | + | ||
45 | + Developers that use the GNU GPL protect your rights with two steps: | ||
46 | +(1) assert copyright on the software, and (2) offer you this License | ||
47 | +giving you legal permission to copy, distribute and/or modify it. | ||
48 | + | ||
49 | + For the developers' and authors' protection, the GPL clearly explains | ||
50 | +that there is no warranty for this free software. For both users' and | ||
51 | +authors' sake, the GPL requires that modified versions be marked as | ||
52 | +changed, so that their problems will not be attributed erroneously to | ||
53 | +authors of previous versions. | ||
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55 | + Some devices are designed to deny users access to install or run | ||
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64 | +of the GPL, as needed to protect the freedom of users. | ||
65 | + | ||
66 | + Finally, every program is threatened constantly by software patents. | ||
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71 | +patents cannot be used to render the program non-free. | ||
72 | + | ||
73 | + The precise terms and conditions for copying, distribution and | ||
74 | +modification follow. | ||
75 | + | ||
76 | + TERMS AND CONDITIONS | ||
77 | + | ||
78 | + 0. Definitions. | ||
79 | + | ||
80 | + "This License" refers to version 3 of the GNU General Public License. | ||
81 | + | ||
82 | + "Copyright" also means copyright-like laws that apply to other kinds of | ||
83 | +works, such as semiconductor masks. | ||
84 | + | ||
85 | + "The Program" refers to any copyrightable work licensed under this | ||
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87 | +"recipients" may be individuals or organizations. | ||
88 | + | ||
89 | + To "modify" a work means to copy from or adapt all or part of the work | ||
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97 | + To "propagate" a work means to do anything with it that, without | ||
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156 | + The Corresponding Source for a work in source code form is that | ||
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158 | + | ||
159 | + 2. Basic Permissions. | ||
160 | + | ||
161 | + All rights granted under this License are granted for the term of | ||
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167 | +rights of fair use or other equivalent, as provided by copyright law. | ||
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169 | + You may make, run and propagate covered works that you do not | ||
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184 | + 3. Protecting Users' Legal Rights From Anti-Circumvention Law. | ||
185 | + | ||
186 | + No covered work shall be deemed part of an effective technological | ||
187 | +measure under any applicable law fulfilling obligations under article | ||
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202 | + You may convey verbatim copies of the Program's source code as you | ||
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207 | +keep intact all notices of the absence of any warranty; and give all | ||
208 | +recipients a copy of this License along with the Program. | ||
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210 | + You may charge any price or no price for each copy that you convey, | ||
211 | +and you may offer support or warranty protection for a fee. | ||
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213 | + 5. Conveying Modified Source Versions. | ||
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215 | + You may convey a work based on the Program, or the modifications to | ||
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234 | + | ||
235 | + d) If the work has interactive user interfaces, each must display | ||
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238 | + work need not make them do so. | ||
239 | + | ||
240 | + A compilation of a covered work with other separate and independent | ||
241 | +works, which are not by their nature extensions of the covered work, | ||
242 | +and which are not combined with it such as to form a larger program, | ||
243 | +in or on a volume of a storage or distribution medium, is called an | ||
244 | +"aggregate" if the compilation and its resulting copyright are not | ||
245 | +used to limit the access or legal rights of the compilation's users | ||
246 | +beyond what the individual works permit. Inclusion of a covered work | ||
247 | +in an aggregate does not cause this License to apply to the other | ||
248 | +parts of the aggregate. | ||
249 | + | ||
250 | + 6. Conveying Non-Source Forms. | ||
251 | + | ||
252 | + You may convey a covered work in object code form under the terms | ||
253 | +of sections 4 and 5, provided that you also convey the | ||
254 | +machine-readable Corresponding Source under the terms of this License, | ||
255 | +in one of these ways: | ||
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257 | + a) Convey the object code in, or embodied in, a physical product | ||
258 | + (including a physical distribution medium), accompanied by the | ||
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264 | + written offer, valid for at least three years and valid for as | ||
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267 | + copy of the Corresponding Source for all the software in the | ||
268 | + product that is covered by this License, on a durable physical | ||
269 | + medium customarily used for software interchange, for a price no | ||
270 | + more than your reasonable cost of physically performing this | ||
271 | + conveying of source, or (2) access to copy the | ||
272 | + Corresponding Source from a network server at no charge. | ||
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274 | + c) Convey individual copies of the object code with a copy of the | ||
275 | + written offer to provide the Corresponding Source. This | ||
276 | + alternative is allowed only occasionally and noncommercially, and | ||
277 | + only if you received the object code with such an offer, in accord | ||
278 | + with subsection 6b. | ||
279 | + | ||
280 | + d) Convey the object code by offering access from a designated | ||
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282 | + Corresponding Source in the same way through the same place at no | ||
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284 | + Corresponding Source along with the object code. If the place to | ||
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286 | + may be on a different server (operated by you or a third party) | ||
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290 | + Corresponding Source, you remain obligated to ensure that it is | ||
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292 | + | ||
293 | + e) Convey the object code using peer-to-peer transmission, provided | ||
294 | + you inform other peers where the object code and Corresponding | ||
295 | + Source of the work are being offered to the general public at no | ||
296 | + charge under subsection 6d. | ||
297 | + | ||
298 | + A separable portion of the object code, whose source code is excluded | ||
299 | +from the Corresponding Source as a System Library, need not be | ||
300 | +included in conveying the object code work. | ||
301 | + | ||
302 | + A "User Product" is either (1) a "consumer product", which means any | ||
303 | +tangible personal property which is normally used for personal, family, | ||
304 | +or household purposes, or (2) anything designed or sold for incorporation | ||
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307 | +product received by a particular user, "normally used" refers to a | ||
308 | +typical or common use of that class of product, regardless of the status | ||
309 | +of the particular user or of the way in which the particular user | ||
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313 | +the only significant mode of use of the product. | ||
314 | + | ||
315 | + "Installation Information" for a User Product means any methods, | ||
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321 | +modification has been made. | ||
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323 | + If you convey an object code work under this section in, or with, or | ||
324 | +specifically for use in, a User Product, and the conveying occurs as | ||
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329 | +by the Installation Information. But this requirement does not apply | ||
330 | +if neither you nor any third party retains the ability to install | ||
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332 | +been installed in ROM). | ||
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334 | + The requirement to provide Installation Information does not include a | ||
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338 | +network may be denied when the modification itself materially and | ||
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340 | +protocols for communication across the network. | ||
341 | + | ||
342 | + Corresponding Source conveyed, and Installation Information provided, | ||
343 | +in accord with this section must be in a format that is publicly | ||
344 | +documented (and with an implementation available to the public in | ||
345 | +source code form), and must require no special password or key for | ||
346 | +unpacking, reading or copying. | ||
347 | + | ||
348 | + 7. Additional Terms. | ||
349 | + | ||
350 | + "Additional permissions" are terms that supplement the terms of this | ||
351 | +License by making exceptions from one or more of its conditions. | ||
352 | +Additional permissions that are applicable to the entire Program shall | ||
353 | +be treated as though they were included in this License, to the extent | ||
354 | +that they are valid under applicable law. If additional permissions | ||
355 | +apply only to part of the Program, that part may be used separately | ||
356 | +under those permissions, but the entire Program remains governed by | ||
357 | +this License without regard to the additional permissions. | ||
358 | + | ||
359 | + When you convey a copy of a covered work, you may at your option | ||
360 | +remove any additional permissions from that copy, or from any part of | ||
361 | +it. (Additional permissions may be written to require their own | ||
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363 | +additional permissions on material, added by you to a covered work, | ||
364 | +for which you have or can give appropriate copyright permission. | ||
365 | + | ||
366 | + Notwithstanding any other provision of this License, for material you | ||
367 | +add to a covered work, you may (if authorized by the copyright holders of | ||
368 | +that material) supplement the terms of this License with terms: | ||
369 | + | ||
370 | + a) Disclaiming warranty or limiting liability differently from the | ||
371 | + terms of sections 15 and 16 of this License; or | ||
372 | + | ||
373 | + b) Requiring preservation of specified reasonable legal notices or | ||
374 | + author attributions in that material or in the Appropriate Legal | ||
375 | + Notices displayed by works containing it; or | ||
376 | + | ||
377 | + c) Prohibiting misrepresentation of the origin of that material, or | ||
378 | + requiring that modified versions of such material be marked in | ||
379 | + reasonable ways as different from the original version; or | ||
380 | + | ||
381 | + d) Limiting the use for publicity purposes of names of licensors or | ||
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384 | + e) Declining to grant rights under trademark law for use of some | ||
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391 | + those licensors and authors. | ||
392 | + | ||
393 | + All other non-permissive additional terms are considered "further | ||
394 | +restrictions" within the meaning of section 10. If the Program as you | ||
395 | +received it, or any part of it, contains a notice stating that it is | ||
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397 | +restriction, you may remove that term. If a license document contains | ||
398 | +a further restriction but permits relicensing or conveying under this | ||
399 | +License, you may add to a covered work material governed by the terms | ||
400 | +of that license document, provided that the further restriction does | ||
401 | +not survive such relicensing or conveying. | ||
402 | + | ||
403 | + If you add terms to a covered work in accord with this section, you | ||
404 | +must place, in the relevant source files, a statement of the | ||
405 | +additional terms that apply to those files, or a notice indicating | ||
406 | +where to find the applicable terms. | ||
407 | + | ||
408 | + Additional terms, permissive or non-permissive, may be stated in the | ||
409 | +form of a separately written license, or stated as exceptions; | ||
410 | +the above requirements apply either way. | ||
411 | + | ||
412 | + 8. Termination. | ||
413 | + | ||
414 | + You may not propagate or modify a covered work except as expressly | ||
415 | +provided under this License. Any attempt otherwise to propagate or | ||
416 | +modify it is void, and will automatically terminate your rights under | ||
417 | +this License (including any patent licenses granted under the third | ||
418 | +paragraph of section 11). | ||
419 | + | ||
420 | + However, if you cease all violation of this License, then your | ||
421 | +license from a particular copyright holder is reinstated (a) | ||
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423 | +finally terminates your license, and (b) permanently, if the copyright | ||
424 | +holder fails to notify you of the violation by some reasonable means | ||
425 | +prior to 60 days after the cessation. | ||
426 | + | ||
427 | + Moreover, your license from a particular copyright holder is | ||
428 | +reinstated permanently if the copyright holder notifies you of the | ||
429 | +violation by some reasonable means, this is the first time you have | ||
430 | +received notice of violation of this License (for any work) from that | ||
431 | +copyright holder, and you cure the violation prior to 30 days after | ||
432 | +your receipt of the notice. | ||
433 | + | ||
434 | + Termination of your rights under this section does not terminate the | ||
435 | +licenses of parties who have received copies or rights from you under | ||
436 | +this License. If your rights have been terminated and not permanently | ||
437 | +reinstated, you do not qualify to receive new licenses for the same | ||
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 | ||
443 | +run a copy of the Program. Ancillary propagation of a covered work | ||
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 | ||
448 | +not accept this License. Therefore, by modifying or propagating a | ||
449 | +covered work, you indicate your acceptance of this License to do so. | ||
450 | + | ||
451 | + 10. Automatic Licensing of Downstream Recipients. | ||
452 | + | ||
453 | + Each time you convey a covered work, the recipient automatically | ||
454 | +receives a license from the original licensors, to run, modify and | ||
455 | +propagate that work, subject to this License. You are not responsible | ||
456 | +for enforcing compliance by third parties with this License. | ||
457 | + | ||
458 | + An "entity transaction" is a transaction transferring control of an | ||
459 | +organization, or substantially all assets of one, or subdividing an | ||
460 | +organization, or merging organizations. If propagation of a covered | ||
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466 | +the predecessor has it or can get it with reasonable efforts. | ||
467 | + | ||
468 | + You may not impose any further restrictions on the exercise of the | ||
469 | +rights granted or affirmed under this License. For example, you may | ||
470 | +not impose a license fee, royalty, or other charge for exercise of | ||
471 | +rights granted under this License, and you may not initiate litigation | ||
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 | ||
480 | +work thus licensed is called the contributor's "contributor version". | ||
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545 | + 12. No Surrender of Others' Freedom. | ||
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617 | + 17. Interpretation of Sections 15 and 16. | ||
618 | + | ||
619 | + If the disclaimer of warranty and limitation of liability provided | ||
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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 | ||
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647 | + This program is distributed in the hope that it will be useful, | ||
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652 | + You should have received a copy of the GNU General Public License | ||
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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> | ||
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662 | + This is free software, and you are welcome to redistribute it | ||
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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 | ... | ... |
public/audios/0.mp3
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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 |
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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 | ... | ... |
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readme_img/logo.png
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... | @@ -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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