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base on Real-time face swap for PC streaming or video calls <table align="center" border="0"> <tr><td colspan=2 align="center"> ![](doc/deepfacelive_intro.png) ![](doc/logo_onnx.png)![](doc/logo_directx.png)![](doc/logo_python.png) </td></tr> </table> <table align="center" border="0"> <tr><td colspan=2 align="center"> ## Face Swap (DFM) You can swap your face from a webcam or the face in the video using trained face models. Here is a list of available ready-to-use public face models. These persons do not exists. Similarities with real people are accidental. Except Keanu Reeves. He exists, and he's breathtaking! </td></tr> <tr><td colspan=2 align="center"> <table align="center" border="0"> <tr><td align="center"> Keanu Reeves <img src="doc/celebs/Keanu_Reeves/Keanu_Reeves.png" width=128></img> <a href="doc/celebs/Keanu_Reeves/examples.md">examples</a> </td><td align="center"> Irina Arty <img src="doc/celebs/Irina_Arty/Irina_Arty.png" width=128></img> examples </td><td align="center"> Millie Park <img src="doc/celebs/Millie_Park/Millie_Park.png" width=128></img> examples </td><td align="center"> Rob Doe <img src="doc/celebs/Rob_Doe/Rob_Doe.png" width=128></img> <a href="doc/celebs/Rob_Doe/examples.md">examples</a> </td><td align="center"> Jesse Stat <img src="doc/celebs/Jesse_Stat/Jesse_Stat.png" width=128></img> examples </td></tr> </table> <table align="center" border="0"> <tr><td align="center"> Bryan Greynolds <img src="doc/celebs/Bryan_Greynolds/Bryan_Greynolds.png" width=128></img> <a href="doc/celebs/Bryan_Greynolds/examples.md">examples</a> </td><td align="center"> Mr. Bean <img src="doc/celebs/Mr_Bean/Mr_Bean.png" width=128></img> examples </td><td align="center"> Ewon Spice <img src="doc/celebs/Ewon_Spice/Ewon_Spice.png" width=128></img> <a href="doc/celebs/Ewon_Spice/examples.md">examples</a> </td><td align="center"> Natasha Former <img src="doc/celebs/Natasha_Former/Natasha_Former.png" width=128></img> <a href="doc/celebs/Natasha_Former/examples.md">examples</a> </td><td align="center"> Emily Winston <img src="doc/celebs/Emily_Winston/Emily_Winston.png" width=128></img> <a href="doc/celebs/Emily_Winston/examples.md">examples</a> </td></tr></table> <table align="center" border="0"> <tr><td align="center"> Ava de Addario <img src="doc/celebs/Ava_de_Addario/Ava_de_Addario.png" width=128></img> <a href="doc/celebs/Ava_de_Addario/examples.md">examples</a> </td><td align="center"> Dilraba Dilmurat <img src="doc/celebs/Dilraba_Dilmurat/Dilraba_Dilmurat.png" width=128></img> examples </td><td align="center"> Matilda Bobbie <img src="doc/celebs/Matilda_Bobbie/Matilda_Bobbie.png" width=128></img> <a href="doc/celebs/Matilda_Bobbie/examples.md">examples</a> </td><td align="center"> Yohanna Coralson <img src="doc/celebs/Yohanna_Coralson/Yohanna_Coralson.png" width=128></img> <a href="doc/celebs/Yohanna_Coralson/examples.md">examples</a> </td><td align="center"> Amber Song <img src="doc/celebs/Amber_Song/Amber_Song.png" width=128></img> examples </td></tr></table> <table align="center" border="0"> <tr align="center"><td align="center"> Kim Jarrey <img src="doc/celebs/Kim_Jarrey/Kim_Jarrey.png" width=128></img> <a href="doc/celebs/Kim_Jarrey/examples.md">examples</a> </td><td align="center"> David Kovalniy <img src="doc/celebs/David_Kovalniy/David_Kovalniy.png" width=128></img> <a href="doc/celebs/David_Kovalniy/examples.md">examples</a> </td><td align="center"> Jackie Chan <img src="doc/celebs/Jackie_Chan/Jackie_Chan.png" width=128></img> examples </td><td align="center"> Nicola Badge <img src="doc/celebs/Nicola_Badge/Nicola_Badge.png" width=128></img> <a href="doc/celebs/Nicola_Badge/examples.md">examples</a> </td><td align="center"> Joker <img src="doc/celebs/Joker/Joker.png" width=128></img> examples </td></tr></table> <table align="center" border="0"> <tr align="center"><td> Dean Wiesel <img src="doc/celebs/Dean_Wiesel/Dean_Wiesel.png" width=128></img> <a href="doc/celebs/Dean_Wiesel/examples.md">examples</a> </td><td align="center"> Silwan Stillwone <img src="doc/celebs/Silwan_Stillwone/Silwan_Stillwone.png" width=128></img> <a href="doc/celebs/Silwan_Stillwone/examples.md">examples</a> </td><td align="center"> Tim Chrys <img src="doc/celebs/Tim_Chrys/Tim_Chrys.png" width=128></img> <a href="doc/celebs/Tim_Chrys/examples.md">examples</a> </td><td align="center"> Zahar Lupin <img src="doc/celebs/Zahar_Lupin/Zahar_Lupin.png" width=128></img> <a href="doc/celebs/Zahar_Lupin/examples.md">examples</a> </td><td align="center"> Tim Norland <img src="doc/celebs/Tim_Norland/Tim_Norland.png" width=128></img> <a href="doc/celebs/Tim_Norland/examples.md">examples</a> </td></tr></table> <table align="center" border="0"> <tr align="center"><td> Natalie Fatman <img src="doc/celebs/Natalie_Fatman/Natalie_Fatman.png" width=128></img> <a href="doc/celebs/Natalie_Fatman/examples.md">examples</a> </td><td align="center"> Liu Lice <img src="doc/celebs/Liu_Lice/Liu_Lice.png" width=128></img> <a href="doc/celebs/Liu_Lice/examples.md">examples</a> </td><td align="center"> Albica Johns <img src="doc/celebs/Albica_Johns/Albica_Johns.png" width=128></img> <a href="doc/celebs/Albica_Johns/examples.md">examples</a> </td><td align="center"> Meggie Merkel <img src="doc/celebs/Meggie_Merkel/Meggie_Merkel.png" width=128></img> <a href="doc/celebs/Meggie_Merkel/examples.md">examples</a> </td><td align="center"> Tina Shift <img src="doc/celebs/Tina_Shift/Tina_Shift.png" width=128></img> <a href="doc/celebs/Tina_Shift/examples.md">examples</a> </td></tr></table> </td></tr> <tr><td colspan=2 align="center"> If you want a higher quality or better face match, you can train your own face model using <a href="https://github.com/iperov/DeepFaceLab">DeepFaceLab</a> Here is an <a href="https://www.tiktok.com/@arnoldschwarzneggar/video/6995538782204300545">example</a> of Arnold Schwarzneggar trained on a particular face and used in a video call. Read the FAQ for more information. </td></tr> </table> <table align="center" border="0"> <tr><td colspan=2 align="center"> ## Face Swap (Insight) You can swap your face from a webcam or the face in the video using your own single photo. <img src="doc/lukashenko.png" width=128></img> <img src="doc/insight_faceswap_example.gif"></img> </td></tr> </table> <table align="center" border="0"> <tr><td colspan=2 align="center"> ## Face Animator There is also a Face Animator module in DeepFaceLive app. You can control a static face picture using video or your own face from the camera. The quality is not the best, and requires fine face matching and tuning parameters for every face pair, but enough for funny videos and memes or real-time streaming at 25 fps using 35 TFLOPS GPU. <img src="doc/face_animator_example.gif"></img> [![Stranger Things theme intro acapella](doc/Ng1C78Ceyxg_screenshot.png)](https://www.youtube.com/watch?v=Ng1C78Ceyxg) Here is a [mini video](doc/FaceAnimator_tutor.webm?raw=true) showing the process of setting up the Face Animator for Obama controlling Kim Chen's face. </td></tr> </table> <table align="center" border="0"> <tr><td colspan=2 align="center"> ## System requirements any DirectX12 compatible graphics card (Recommended RTX 2070+ / Radeon RX 5700 XT+ ) Modern CPU with AVX instructions 4GB RAM, 32GB+ paging file Windows 10 </td></tr> <tr><td colspan=2 align="center"> ## Documentation </td></tr> <tr><td align="right"> Windows </td><td align="left"> <a href="doc/windows/main_setup.md">Main setup</a> - <a href="doc/windows/for_streaming.md">additional setup for streaming</a> - <a href="doc/windows/for_video_calls.md">additional setup for video calls</a> <a href="doc/windows/using_android_phone_camera.md">Using Android phone camera</a> </td></tr> <tr><td align="right"> Linux </td><td align="left"> <a href="build/linux">Build info</a> </td></tr> <tr><td align="right"> Frequently asked questions </td><td align="left"> <a href="doc/user_faq/user_faq.md">for User</a> <a href="doc/developer_faq/developer_faq.md">for Developer</a> </td></tr> <tr><td colspan=2 align="center"> ## Releases </td></tr> <tr><td align="right"> <a href="https://disk.yandex.ru/d/7i5XTKIKVg5UUg">Windows 10 x64 (yandex.ru)</a> <a href="https://mega.nz/folder/m10iELBK#Y0H6BflF9C4k_clYofC7yA">Windows 10 x64 (mega.nz)</a> </td><td align="left"> Contains stand-alone zero-dependency all-in-one ready-to-use portable self-extracting folder! You don't need to install anything other than video drivers. <br><br> DirectX12 build : NVIDIA, AMD, Intel videocards. <br><br> NVIDIA build : NVIDIA cards only, GT730 and higher. Works faster than DX12. FaceMerger can work also on AMD/Intel. </td></tr> <tr><td colspan=2 align="center"> ## Communication groups <tr><td align="right"> <a href="https://discord.gg/rxa7h9M6rH">Discord</a> </td><td align="left">Official discord channel. English / Russian.</td></tr> <tr><td align="right"> QQ群124500433 </td><td align="left">中文交流QQ群，商务合作找群主</td></tr> </td></tr> <tr><td colspan=2 align="center"> ## How can I help the project? </td></tr> <tr><td colspan=2 align="center"> Train your own face model by following the recommendations in the FAQ section and share it on Discord. If the model fits the quality, it will be added to the public library. </td></tr> <tr><td colspan=2 align="center"> Register github account and push "Star" button. </td></tr>  <tr><td colspan=2 align="center"> <a href="https://yoomoney.ru/to/41001142318065">Donate via Yoomoney</a> </td></tr> <tr><td colspan=2 align="center"> bitcoin:bc1qewl062v70rszulml3f0mjdjrys8uxdydw3v6rq </td></tr> <tr><td colspan=2 align="center">  </table> ", Assign "at most 3 tags" to the expected json: {"id":"7469","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"

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