Alan Bertl — Blog and portfolio

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Pretraining a GAN using an autoencoder

In keeping with the theme of autoencoders, in this notebook I perform an experiment with an autoencoder to resolve a problem I had in training a GAN.

  • Autoencoder
  • Deep Learning
  • GAN
  • Machine Learning
  • Projects
  • Transfer Learning
|  autoencoder deep learning fast.ai GAN

Autoencoder with fast.ai

I’ve added a project I did over the past few days.  It’s an implementation of an autoencoder using fast.ai version 1.0.  Autoencoders are an interesting machine learning exercise that can be used on any data set for unsupervised pretraining, feature extraction, and other things.

Check it out here!

  • Autoencoder
  • Deep Learning
  • Machine Learning
  • Projects
|  autoencoder deep learning fast.ai machine learning ResNET
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