Using the perspective of sport broadcasts we convert the view and crop its boundaries to only the playing area, which may be useful in exhibition matches where top-down perspectives are hard to obtain for end-of-game analysis. We further extended the system to enable auto-scoring for pool games, as in some variants the scoring is quite complex with color detection posing a great challenge.
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Avocadrew/AutoBilliards
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This is an auto-scoring system for the game of billiards implemented with YoloV3 and OpenCV in Python
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