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DualGAN: unsupervised dual learning for image-to-image translation
Here are some results generated by the authors of paper:
How to setup
Prerequisites
Linux
Python 2.0
NVIDIA GPU + CUDA 8.0 + CuDNNv5.1
TensorFlow 1.0
Getting Started
Clone this repo: git clone https://github.com/duxingren14/DualGAN.git cd DualGAN
Train the model
python main.py --phase train
Test the model:
python main.py --phase test
Results
A portion of Datasets are available from:
facades: http://cmp.felk.cvut.cz/~tylecr1/facade/
sketch: http://mmlab.ie.cuhk.edu.hk/archive/cufsf/
maps: https://mega.nz/#!r8xwCBCD!lNBrY_2QO6pyUJziGj7ikPheUL_yXA8xGXFlM3GPL3c
Experimental results:
Acknowledgments
Codes are built on the top of pix2pix and DCGAN-tensorflow. Thanks for their precedent contributions!
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