As proposed by Jun-Yan Zhu in Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networkssee. For example in paper:
python main.py --dataset_dir=med_image
python main.py --dataset_dir=med-image --phase=test --which_direction=AtoB