Yi-Jun-Wang / AutoBilliards

This is an auto-scoring system for the game of billiards implemented with YoloV3 and OpenCV in Python

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AutoBilliards

Jun-Yu (Andrew) Chen, Yi-Jun Wang

Introduction

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.

Demo

Demo.mp4
© 2021 Medical Imaging Lab, NTUST

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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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