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MNIST Explorer

A web app made using React and TensorflowJS to demonstrate the results of using different models and tweaking hyper-parameters in machine learning using the MNIST dataset.

MNIST Explorer

Pages

Prediction

Uses Tensorflow.js to use a CNN to predict the digit you draw on the canvas.

Main

Graphs

Allows you to graph the performance of various pre-trained models using Charts.js.

Graphs

Tech Stack

Server

  • Express
  • Tensorflow

Client

  • React
  • Tensorflow.js
  • Chart.js

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