1/2
The problem
Patients doing physical therapy at home have no way to know whether they are performing exercises with correct, safe form.
What I built
An AI app that runs pose estimation (PoseNet / MoveNet) on live movement, scores form against target ranges, and surfaces real-time corrective feedback — built and shipped in a hackathon weekend.
How it works
Won the AI track at Axxess Hackathon 2024. A physical-therapy app that watches you through a webcam, tracks your joints with PoseNet/MoveNet, checks each rep against its target range, and tells you the moment your form slips — in real time, on-device.
Stack
- Python
- TensorFlow
- PoseNet
- MoveNet
- Machine Learning