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CASE STUDY · [07]
YEAR · 2023
ROLE · ML / mobile

Pose-Detection Coach

Phone-based exercise app that watches your form and corrects it in real time. TensorFlow PoseNet runs on-device.

Outcomes
0Body keypoints
0Model
MEDIA SLOT
app in use during an exercise (screen recording or photo)
BRIEF

A trainer wanted a way for clients to check their squat depth at home without recording video for later review.

[01]

How it watches

Pose detection runs on the phone camera. The app compares your joint angles against a reference for the exercise you picked. When your form drifts, you see the correction mid-rep, not after the fact.

MEDIA SLOT
app UI during a workout
STACK
React NativeTensorFlowPoseNet