This work basically incorporate the GAN into Faster-RCNN to solve the unsupervised domain-adaptation problem.
For details, see ./tools/train_transfer_net.py and slides from https://drive.google.com/open?id=1pmSnrk4nJlkvpWdiqaSgxPNNo4ZJpWzIDj1uO2LouOY