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Building a Computer Vision Tool for Gymnastics Coaching

ยท 3 min read
Shaw Innes
Builder of things

GitHub

This project emerged from a common challenge faced by gymnastics coaches: while simple diagrams are often the most effective way to explain complex movements to students, converting video footage into clear, digestible diagrams has traditionally been a manual and time-consuming process.

It started because my partner asked if ChatGPT could create an image sequence of a coaching video to help break things down. By chance ChatGPT actually offered to give me code to do this, which got me wondering how hard pose estimation would be based on an image sequence.

OriginalPose DetectionComposite
frame_004.jpgframe_004_pose.pngframe_004_composite.jpg