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deepball-keras's Introduction

Intro

This is a port of DeepBall in tf-keras. DeepBall paper is found here - https://arxiv.org/pdf/1902.07304.pdf

Ball Action Recognition

A supplementary goal of this project. A multi-model pipeline that aims to recognize Pass, OutofBounds and Possession Ball States in long-shot match footage.

The dataset used to train is the same as the paper above - https://pspagnolo.jimdofree.com/download/

A pre-trained Mask-RCNN model is used to detect players. Port used is found here - https://github.com/matterport/Mask_RCNN

Demo of DeepBall ball-tracking

ball-trackingdemo

Demo of Pass, Possession and OutofBounds Ball State Recognition

pass-trackingdemo

deepball-keras's People

Contributors

rvi101 avatar

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