tfjs

Deep Learning in Browser

A simple example for enabling deep learning in browser.

This Project includes 3 things,

1 - ML5.js

This includes simple animal classification using transfer learning (MobileNet). Just upload or drag & drop the image to see the result.

2 - Tensorflow.js for Pong-Game

This includes playing the famous pong-game with AI player. Simple Deep Learning technique is used to train the AI Player to play pong-game. the dataset for training is provide within the folder.

3 - Tensorflow.js for Linear Regression

Tensorflow.js & chart.js are used to perform the linear regression & plot the best fit line in the graph.

For Reference & Documentation:

• Tensorflow.js -> https://js.tensorflow.org/

• ML5.js -> https://ml5js.org/