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All Projects → maciejczyzewski → Neural Chessboard

maciejczyzewski / Neural Chessboard

Licence: mit
♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔

Programming Languages

python
139335 projects - #7 most used programming language

Labels

machine-learningcomputer-visionchess

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♔ Neural Chessboard ♔

An Extremely Efficient Chess-board Detection for Non-trivial Photos

arxiv:1708.03898

Computer Vision! Machine learning! A E S T H E T I C!

Getting Started

Dependencies Installation (macOS):

$ brew install opencv3               # toolkit for computer vision
$ pip3 install -r requirements.txt   # toolkit for machine learning

Dataset & Training:

$ python3 dataset.py
$ python3 train.py 50

Testing:

$ python3 main.py test

Example:

$ python3 main.py detect --input=photo.jpg --output=board.jpg

Producing FEN:

NON-PUBLIC ALGORITHM

$ python3 fen.py --input=board.jpg

Dependencies:

Raw Process:

BONUS (old gif):

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