/AbstractImageGenerationWithNeuralNetworks

Abstract Image Generation Prototype with Neural Networks, using Tensorflow and Keras

Primary LanguagePythonMIT LicenseMIT

Abstract Image Generation Prototype with Neural Networks, using Tensorflow and Keras

Based on https://github.com/janhuenermann/blog/blob/master/abstract-art-with-ml/script.py

Prerequisites

pip install --upgrade tensorflow ipykernel numpy jupyter matplotlib tensorflow_datasets scikit-image imageio Pillow tqdm plaidml-keras plaidbench

Additional mayavi installation

pip install -U vtk
pip install -U ipython
pip install -U mayavi
pip install -U PyQt5
jupyter nbextension install --py mayavi --user
jupyter nbextension enable --py mayavi --user

TODO

Understand the following

  • numpy meshgrid
  • numpy ravel
  • numpy reshape
  • numpy array
  • numpy concatenate
  • keras.initializers.VarianceScaling
  • numpy dstack
  • numpy squeeze
  • numpy astype
  • skimage color hsv2rgb