README.md



Domain Transfer Network (DTN)

TensorFlow implementation of Unsupervised Cross-Domain Image Generation.


Requirements


Python 2.7
TensorFlow 0.12


Usage

Clone the repository

git clone https://github.com/yunjey/dtn-tensorflow.git
cd dtn-tensorflow


Download the dataset

chmod +x download.sh
./download.sh


Resize MNIST dataset to 32x32 

python prepro.py


Pretrain the model f

python main.py --mode='pretrain'


Train the model G and D

python main.py --mode='train'


Transfer SVHN to MNIST

python main.py --mode='eval'


Results