Pytorch Implementation of Glow and conditonal Glow and PixelCNN. Based on the paper:
Density estimation using Real NVP
Diederik P. Kingma, Prafulla Dhariwal
arXiv:1807.03039
Conditional Image Generation with PixelCNN Decoders
Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu
arXiv:1606.05328
The results for conditional Glow samples can be found in the gen_imgs folder.
The entire code is self contained in the Jupyter notebook,just run the cells sequentially. It is made this way for ease of training on Google Colab.