Interactive Visualization and Dexterity Analysis of Human Movement: AIMove Platform
Brenda Elizabeth Olivas-Padilla,
Sotiris Manitsaris,
Alina Glushkova
Abstract:This paper introduces an innovative web-based platform for visualizing, analyzing, and generating human movement, leveraging explainable artificial intelligence (AI). It addresses the challenge of limited data by offering one-shot and data-intensive training approaches, facilitates data augmentation, and provides insights into human dexterity through user interaction with the learned movement models. The paper outlines the prototype's implementation, highlighting its tools for analyzing and visualizing complex… Show more
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