Pixel Level Domain Transfer

A pytorch remake of the implementation of "Pixel-Level Domain Transfer" PixelDTGAN. For convenient use under pytorch.

Dependency

• pytorch >= 0.4.0
• visdom.
• opencv

Training

To train the model, put the LOOKBOOK dataset under repository, resize images to 64*64. Prepare the dataset using tool/prepare_data.py. Then goto src dir and run

python3 train.py

Monitor the performance

• Install visdom.
• Start the visdom server with python3 -m visdom.server 5274
• Open this URL in your browser: http://localhost:5274 You will see the loss curve as well as the image examples.

After 22k iterations, the results:

Acknowledgement

• @fxia22's original repo