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ViT-DQN Martial Arts Training System by Marco Ferreira - UFRJ is a document available to read on EtoBox.

What is ViT-DQN Martial Arts Training System about?

This paper introduces a real-time martial arts training system that utilizes a Vision Transformer (ViT) for action recognition and a Deep Q-Network (DQN) for optimizing training strategies, addressing inefficiencies in traditional methods. The system demonstrated high accuracy in recognizing key martial arts movements and significantly improved competitive outcomes for athletes. The integration of computer vision and reinforcement learning showcases the potential of AI in enhancing personalized sports train

Author

Marco Ferreira - UFRJ

Language

EN