RPS Vision ML
machine-learning

RPS Vision ML

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Rock, Paper, Scissors (RPS)

This web application leverages TensorFlow and on-device machine learning to perform real-time hand gesture recognition for Rock Paper Scissors.

The application includes a pre-trained model and supports transfer learning with user-provided gestures.

The model can be trained further capturing your own gestures.

All processing and training occur client-side, eliminating the need to transmit or store images online, ensuring your data remains private.

To improve current model capture rock, paper and scissors samples by clicking the respective button and then click "Train Network".
Rock Samples:
Paper Samples:
Scissors Samples:
Click 'Start Predicting' to see predictions, and 'Stop Predicting' to end.
Once you are happy with your model, click 'Download Model' to save the model to your local disk.