Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
__pycache__		__pycache__
Network.py		Network.py
README.md		README.md
test_pytorch.py		test_pytorch.py
utils.py		utils.py
your_file.png		your_file.png

Repository files navigation

PGGAN

This repository contains the implementation of the paper Progressive Growing of GANs for Improved Quality, Stability, and Variation in Pytorch. The following experiment will been carried out on MNIST dataset.

Tasks to do:

Classes for Generator,Discriminator and PGGAN
add_layer functions
adding smoothing branch
Training procedure.
Data Loader and Transforming them for training.
Training it on MNIST data and uploading trained model
minibatch discrimination
weight normalisation

About

Progressively growing of GANs Pytorch Implementation

deep-learning neural-network pytorch gans pytorch-gan pggan progressively-growing-gan

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%