Measure walking or running form from a smartphone video
Advanced24h2–3
MediaPipePythonCharts
16/20Physio Exercise Rep Counter
Count reps and check form for home exercises with the webcam.
Intermediate14h1–2 people16/20 fit
Build Physio Exercise Rep Counter for physiotherapy patients in ~14h with 1–2 people. Stack: MediaPipe + JavaScript + Charts.
Why it wins: Live demo that judges can try.
Build flow
01 · Problem
Patients do home exercises wrong or skip them.
02 · Solution
Track body pose, count reps, measure joint angles against therapist targets and share progress with the therapist.
03 · Build
- 1Run pose detection
- 2Compute angles
- 3Count reps
- 4Log sessions
04 · Demo
Do squats in front of the laptop and show counted reps with angle feedback.
MVP checklist
- Rep counting
- Angle feedback
- Therapist targets
- Progress sharing
Tech stack
| Tech | Role | |
|---|---|---|
| MediaPipe | Pose / hand tracking | AI |
| JavaScript | Game / app logic | Web |
| Charts | Data visualisation | UI |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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