All work

Machine learning

Gesture Decode System

Reads hand gestures from a camera as they happen

What it is

A web app that reads hand gestures from a camera and classifies them in real time, using MediaPipe hand landmarks and an LSTM.

What I built

I trained the model and built the web app around it.

  • MediaPipe landmarks fed to an LSTM with dense layers for sequence classification
  • Trained with TensorFlow and Keras; tuned for low-latency inference

Stack