all AI news
MAAIG: Motion Analysis And Instruction Generation. (arXiv:2311.00980v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Many people engage in self-directed sports training at home but lack the
real-time guidance of professional coaches, making them susceptible to injuries
or the development of incorrect habits. In this paper, we propose a novel
application framework called MAAIG(Motion Analysis And Instruction Generation).
It can generate embedding vectors for each frame based on user-provided sports
action videos. These embedding vectors are associated with the 3D skeleton of
each frame and are further input into a pretrained T5 model. Ultimately, our …
analysis application arxiv development embedding framework generate guidance habits home making novel paper people professional real-time sports them training vectors