CameraChessWeb

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📌 This app is under active development and may experience minor issues.
Please report any bugs on Discord, and we will fix them promptly.

<table> <tr> <td align=center> <img src="https://github.com/user-attachments/assets/f7e73c25-36f6-42b7-aae9-e970e7bcebeb" alt="ChessCam" width="512"> </td> </tr> </table>

Replace Chess eBoards with your phone camera using ChessCam (https://www.chesscam.net).

Do you have ideas, bugs to report or training footage? Join our Discord Server.

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Demo

<img src="https://raw.githubusercontent.com/wiki/Pbatch/CameraChessWeb/images/thumbnail.png" width="100%">

Roadmap

• Raise an alert when an illegal move is played (currently they're just ignored)
• Add sounds for the opponents moves in "/play"
• Add support for variants
• Develop a testing framework for different board + piece sets
• ... Your next big idea?

Models, Data, Reports and Scripts

Please post in the Issues tab if you need any help with:

• Running inference
• Exporting models to different formats
• Training on data of varying resolutions (I.e. 640x640)
• etc. etc.

Pieces

| Name | Description | Link | | :---: | :---: | :---: | | 480M_leyolo_pieces.onnx | LeYOLO ONNX model| https://drive.google.com/file/d/1-80xp_nly9i6s3o0mF0mU9OZGEzUAlGj/view?usp=sharing | | 480M_leyolo_pieces.pt | LeYOLO pt model | https://drive.google.com/file/d/1L6PZbSdT-peCmiJGNwmgHJN5MTpfAM-0/view?usp=sharing | | pieces.tar.gz | Train/test data in YOLOv5 format | https://drive.google.com/file/d/1CrrINu11Wy8Cv1H4Q9DbcGqir3GPPO29/view?usp=sharing | | Report | Weights & Biases report from the LeYOLO training run | https://api.wandb.ai/links/pbatch/g2rcvycv |

Xcorners

| Name | Description | Link | | :---: | :---: | :---: | | 480L_leyolo_xcorners.onnx | LeYOLO ONNX model | https://drive.google.com/file/d/1-2wodbiXag9UQ44e2AYAmoRN6jVpxy83/view?usp=sharing | | 480L_leyolo_xcorners.pt | LeYOLO pt model | https://drive.google.com/file/d/173orSe8eaytN8nin_HOvd2sEfP_wtOUW/view?usp=sharing | | xcorners.tar.gz | Train/test data in YOLOv5 format | https://drive.google.com/file/d/15Liy-vMcujSZak4YRPeC2TpVjIA3AwVM/view?usp=sharing | | Report | Weights & Biases report from the LeYOLO training run | https://api.wandb.ai/links/pbatch/ziwur3gr |

Google Colab scripts

• LeYOLO Training + ONNX export - https://gist.github.com/Pbatch/dccc680ac2f852d4f258e4b6f1997a7b
• TFJS export - https://gist.github.com/Pbatch/46d958df7e0363e42561bda50163a57a

Contributors ✨

Thanks goes to these wonderful people (emoji key):

<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ConorShepherd"><img src="https://avatars.githubusercontent.com/u/75845466?v=4?s=100" width="100px;" alt="Conor Shepherd"/><br />_{<b>Conor Shepherd</b>}</a><br /><a href="#research-ConorShepherd" title="Research">🔬</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tdr24008"><img src="https://avatars.githubusercontent.com/u/109679977?v=4?s=100" width="100px;" alt="tdr24008"/><br />_{<b>tdr24008</b>}</a><br /><a href="#research-tdr24008" title="Research">🔬</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/DakshHandeCode"><img src="https://avatars.githubusercontent.com/u/153603746?v=4?s=100" width="100px;" alt="DakshHandeCode"/><br />_{<b>DakshHandeCode</b>}</a><br /><a href="#design-DakshHandeCode" title="Design">🎨</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ChessScholar"><img src="https://avatars.githubusercontent.com/u/65353254?v=4?s=100" width="100px;" alt="ChessScholar"/><br />_{<b>ChessScholar</b>}</a><br /><a href="https://github.com/Pbatch/CameraChessWeb/issues?q=author%3AChessScholar" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/JohnP-1"><img src="https://avatars.githubusercontent.com/u/55811674?v=4?s=100" width="100px;" alt="JohnP-1"/><br />_{<b>JohnP-1</b>}</a><br /><a href="https://github.com/Pbatch/CameraChessWeb/issues?q=author%3AJohnP-1" title="Bug reports">🐛</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/AbdullahKhetran"><img src="https://avatars.githubusercontent.com/u/101284310?v=4?s=100" width="100px;" alt="Abdullah Khetran"/><br />_{<b>Abdullah Khetran</b>}</a><br /><a href="#research-AbdullahKhetran" title="Research">🔬</a></td> <td align="center" valign="top" width="14.28%"><a href="http://tejasraman.me"><img src="https://avatars.githubusercontent.com/u/96961804?v=4?s=100" width="100px;" alt="Tejas Raman"/><br />_{<b>Tejas Raman</b>}</a><br /><a href="#security-tejasraman" title="Security">🛡️</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/danispringer"><img src="https://avatars.githubusercontent.com/u/19246409?v=4?s=100" width="100px;" alt="Dani Springer Chess Lessons 🇮🇱"/><br />_{<b>Dani Springer Chess Lessons 🇮🇱</b>}</a><br /><a href="https://github.com/Pbatch/CameraChessWeb/commits?author=danispringer" title="Documentation">📖</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END -->

This project follows the all-contributors specification. Contributions of any kind welcome!