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An AI assistant for football tactics

on YouTube 34m
Talkat DSC Europe 23 · 2023-11-20..11-24· [machine-learning]

speaker

name:Petar Velickovic
github:PetarV-

resources

video:https://youtu.be/zx4de7d3Gno
slides:none on file

summary

An AI system called TacticAI models corner kicks with graph neural networks and geometric augmentation, predicts first-touch receivers with 78.2% top three accuracy, and achieves a shot F1 around 64. It generates position and orientation adjustments that reduce or raise shot probability and are indistinguishable from real corners to experts. A blind case study with Liverpool analysts shows experts prefer the generated tactical adjustments on 90% of cases and agree strongly on retrievals.

AI-written summary · about

chapters (5)

  1. 0:00AI for football tactics
  2. 13:11Corner kicks test case
  3. 21:54Tactic AI suggestions
  4. 27:17Evaluating with Liverpool experts
  5. 33:10Future of AI in football

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