Domain Transfer Network (DTN)
TensorFlow implementation of Unsupervised Cross-Domain Image Generation.
Requirements
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
From SVHN to MNIST
From Photos to Emoji (in paper)
