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Applying Variational Autoencoders to Fashion-MNIST Data

Recreating the auto-encoding variational bayes paper, on Fashion MNIST dataset on a local machine. Auto-Encoding Variational Bayes (Paper)

Fashion-MNIST Dataset

Reconstruction

reconstruction

Original

original

Generated Samples

generated_sample_output

CIFAR-10 dataset output (Blurry)

cifar-10

Model Info

  • GitHub
  • Training Notebook: vae.ipynb
  • Model: model.pth

Training output and logs

Weights & Biases