A new dataset and Gymnasium environment enable detection of pool balls from arbitrary-view photos and simulated shot selection, where a geometry-based Oracle outperforms standard RL agents.
In: Proceedings of the 8th International Conference on Pattern Recog- nition Applications and Methods
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pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild
A new dataset and Gymnasium environment enable detection of pool balls from arbitrary-view photos and simulated shot selection, where a geometry-based Oracle outperforms standard RL agents.