/Keras-Denoising-Autoencoders

Implementation of de-noising auto-encoders in Keras using the Denoising Dirty Documents dataset on Kaggle.

Primary LanguageJupyter NotebookMIT LicenseMIT

Keras-Denoising-Autoencoders

Implementation of de-noising auto-encoders in Keras using the Denoising Dirty Documents dataset on Kaggle.

The same notebook is on Kaggle, here.

Result

Improvements possibe

  1. Deeper convolutional layers
  2. Different activation or loss functions