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League of Pumps
AI rep counter for push-ups & squats.
An AI-powered fitness app. The phone camera uses on-device machine learning to judge push-up and squat form in real time, and a ranking and leveling system lets users climb ranks as they train.
What it does
The camera counts push-ups and squats and judges each rep's form, so reps only count when you earn them. Training feeds a ranking and leveling system: users climb ranks as they train.
The camera-judging mechanic
Form detection runs on the device with Google ML Kit, judging each rep in real time. The HUD and UI animations are built with Rive.
Design to release
Full stack and solo — Figma design → React Native app → ML Kit form detection → Supabase, Next.js and Docker backend → published on Google Play.
- React Native
- Google ML Kit
- Rive
- Supabase
- Next.js
- Docker
- Figma
