paraschos
← All work

2026Solo build

Camera Sense

Hands-free computer control through a webcam — gesture, head and emotion tracking, all on-device.

What it does

  • Tracks up to two hands and names the gesture: fist, pinch, peace, thumbs up and more; drives the real mouse and keyboard via a local Python bridge.
  • Head pointer mode: move the cursor with your head, open your mouth to click, tilt to scroll.
  • Emotion detection from 52 face blendshapes; room light analysis and frame stats.
  • All inference runs in the browser via MediaPipe — no video leaves the machine.
Camera Sense — George Paraschos