https://github.com/daylen/chess-id

Board localization and piece recognition
https://github.com/daylen/chess-id

Last synced: about 1 year ago
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Board localization and piece recognition

• Host: GitHub
• URL: https://github.com/daylen/chess-id
• Owner: daylen
• License: mit
• Created: 2016-01-17T05:23:09.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2016-01-17T05:23:59.000Z (over 10 years ago)
• Last Synced: 2025-04-09T21:02:15.596Z (about 1 year ago)
• Language: Jupyter Notebook
• Homepage: https://medium.com/@daylenyang/building-chess-id-99afa57326cd
• Size: 9.77 KB
• Stars: 62
• Watchers: 5
• Forks: 11
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Chess ID

What this repo is meant for: if you would to build your own chesspiece identification models, or if you want to deploy a Chess ID server.

## Experiment with your own models

First, grab the data: https://www.dropbox.com/s/618l4ddoykotmru/Chess%20ID%20Public%20Data.zip?dl=0

My experiments are available in the Jupyter notebook.

## Deploy the Chess ID server

First, grab the Caffe model: https://www.dropbox.com/s/fmlt5ook8ugovid/finetune_chess_iter_5554.caffemodel?dl=0

Install all dependencies (Caffe, OpenCV, etc.). Edit paths in server.py and then run it.