Research

TensorFlow Gesture Controls

A TensorFlow.js version of the gesture photo-stack experiment.
Same interaction model, different runtime.

What This Is

This project mirrors the existing gesture photo stack, but swaps the hand-tracking engine to TensorFlow.js so the runtime can be studied and tuned separately.

What TensorFlow Changes

  • Model choice can be tuned for speed or accuracy
  • Gesture thresholds and smoothing can be customized in code
  • Custom classifiers can be added later without changing the interface

What Can Be Customized Later

  • Pinch sensitivity, hold timing, and release behavior
  • Lite vs full hand model selection
  • Future tap, hold, or symbolic gesture classifiers