A curated collection of inspirational AI-powered JavaScript apps


Built by Elle, Asim, Osama - hosted on Azure


Play the classic game PAC-MAN with your movements as the controller


  • TensorFlow.js
  • MobileNet
  • Transfer Learning


This example uses the pretrained model MobileNet to train another model using an internal mobilenet activation to predict 4 different classes from the webcam defined by the user.

To train the model in the demo, click 'Train Model' then click and train the four samples with images of what you want to trigger up, down, left and right with.

Then, hit 'Play' and enjoy!

You can also play around with the learning rate and batch size etc.,