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GymPose

Did its thing

Record any exercise and the AI names it — then hands you the pros, cons, alternatives, and tutorials. No more “that one shoulder thing.”

✳ People's Choice · MaisHacks 2022 PythonMLReact 2022
✳ How it actually works
REC FRAMES movement classifier names the move in seconds trained on people mid-set THE ANSWER PACK …watching the set SQUAT 98% SURE SQUAT 98% SURE PROS quads · glutes · core in one lift CONS knees cave when you rush ALTERNATIVES lunge · leg press · step-up TUTORIALS 3 form videos, queued up PROS quads · glutes · core in one lift CONS knees cave when you rush ALTERNATIVES lunge · leg press · step-up TUTORIALS 3 form videos, queued up film any exercise, any angle — the reps do the introducing
FIG 1 · the loop, animated — two reps in, one name and the whole cheat sheet out
record a clip any exercise, on camera movement classifier names it in seconds info lookup by exercise name the answer pack name · pros · cons · alternatives · tutorials you shouldn't need to know an exercise's name to learn about it · People's Choice, MaisHacks 2022
FIG 2 · the machinery — video → classifier → everything you wanted to ask a trainer
The story

Built with Ahmed Chaudry, Abhigyan Praveen, and Abhijeet Praveen while representing CHAP at MaisHacks 2022. The premise: you shouldn’t need to know an exercise’s name to learn about it — a video should be enough.

Record a clip, and the model classifies the movement in seconds, then returns the full info pack: what it’s called, what it’s good for, what to watch out for, what to do instead, and tutorials to do it right. The crowd liked it enough to hand it the People’s Choice award.

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