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About Evaluations Soccer Player
This document discusses a two-part solution for evaluating soccer players from live camera footage: 1) An open-source player tracking model that predicts player coordinates from camera input. 2) A deep reinforcement learning model called Expected Discounted Goal (EDG) that evaluates player actions based on tracking data, without requiring human data or guidance for training. The tracking model is trained supervised on datasets they will release, and the EDG model relies solely on simulations of virtual soccer games. Combining these allows evaluating players directly from live camera without large datasets. This approach leads to more meaningful results than existing data-dependent methods.
Detailed Information
| Author: | ['джен'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 17 |
| Language: | English |
| Format: | |
| Price: | FREE |
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