/GANS_with_pytorch

This repository contains codes for generating GANS images on the MNIST and Fashion MNIST datasets.

Primary LanguageJupyter NotebookMIT LicenseMIT

GANS_with_pytorch

This repository contains codes for generating GANS images on the MNIST and Fashion MNIST datasets. The projects are separated by folders, with the name of the datasets.

Contents

.
├── Fashion MNIST
│   └── Geração_de_novas_imagens_com_GANs_base_Fashion_MNIST.ipynb
├── img
│   ├── mf1.png
│   ├── mf2.png
│   ├── mf.png
│   ├── mn1.png
│   ├── mn2.png
│   └── mn.png
├── LICENSE
├── MNIST
│   └── Geração_de_novas_imagens_com_GANs.ipynb
├── README.md
└── requirements.txt

The MNIST folder contains the python codes used in projects.The other folders follow the same pattern.

Requirements

  • Check the requirements.txt file.

Test

git clone https://github.com/gslmota/GANS_with_pytorch.git
cd GANS_with_pytorch
pip install -r requirements.txt

Results

MNIST:

  • Cnn. This project using simple CNN.

  • Epoch 0

!MNIST

  • Epoch 40

!MNIST

  • Epoch 100

!MNIST

Fashion MNIST:

  • Cnn. This project using simple CNN.

  • Epoch 0

!FashionMNIST

  • Epoch 40

!FashionMNIST

  • Epoch 100

!FashionMNIST

References: