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7ee8a89 · Jul 28, 2020

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Autoencoder

Simple Autoencoder for browser

Train a model to autoencode handwritten digits from the MNIST database using Fully Connected Neural Network written in Tfjs
The MNIST dataset is used as training data.

Features

  • Autoencoder is densenet layered with batchnorm layers and multiple skip connections

  • Select the structure for the DenseNet and see the performance of the model.

  • Sample autoencoded MNIST Digits can be seen

  • 2D Visualize the encoded space of the autoencoder, see the decoded digit for the corresponding latent point

  • Autoencode your own digit drawing

Installation and execution

  • Download the project folder on your server and run index.html from your browser
Contributors: