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Related Experiment Video

Updated: Jun 30, 2025

An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
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TacticAI: an AI assistant for football tactics.

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TacticAI, an AI football tactics assistant, aids coaches in analyzing corner kicks. Developed with Liverpool FC experts, it suggests new player setups, proving superior to existing tactics 90% of the time.

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Area of Science:

  • Sports Analytics
  • Artificial Intelligence
  • Machine Learning

Background:

  • Algorithmic analysis of football tactics is a significant challenge.
  • Corner kicks present prime opportunities for tactical innovation in football.

Purpose of the Study:

  • To develop an AI football tactics assistant (TacticAI) for analyzing and generating corner kick strategies.
  • To collaborate with domain experts from Liverpool FC to ensure practical relevance and effectiveness.

Main Methods:

  • TacticAI integrates predictive and generative AI components for exploring player setups.
  • Geometric deep learning is employed for data efficiency, addressing limited gold-standard data.
  • Validation includes predicting receivers, shot attempts, and recommending player position adjustments.

Main Results:

  • TacticAI's suggested tactics were favored over existing ones 90% of the time by experts.
  • The AI's tactical suggestions were indistinguishable from real-world tactics.
  • An effective corner kick retrieval system was developed.

Conclusions:

  • TacticAI demonstrates significant potential as an AI assistant for football tactics, particularly for corner kicks.
  • The system achieves high data efficiency through geometric deep learning.
  • Collaboration with domain experts is crucial for developing impactful AI solutions in sports.