Camera
Controls
FPS: –
Face: ON
Hands: ON
Predicted move
Idle — click “Start camera”.
About this project
Real‑time Motion Detector (phone friendly)
By: James Sun
Description: AI‑powered pose, face, and hand detection in real time using MediaPipe Holistic. Try waving, raising hands, or making a fist.
Potential applications:
- Classroom: Auto‑detect raised hands.
- Sports/Fitness: Track form, count reps.
- Games/Accessibility: Gesture controls.
Recognized moves
| Type | Detected Action |
|---|---|
| Face | Mouth Open, Eyes Closed |
| Hand | Fist (Left/Right), Open Palm (Left/Right) |
| Pose | Both Hands Up, Left/Right Hand Up, Arms Raised, T‑pose, Hands on Shoulders, Touching Shoulders, Hands on Knees, Hands on Hips, Hands together, Squat, Push‑up |
| Motion | Dancing (movement intensity) |
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