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