# Simple script to make sure basic usage # such as training, testing, saving and loading # runs without errors. import os def run(command): print(command) exit_status = os.system(command) if exit_status > 0: exit(1) if __name__ == '__main__': # download mini datasets if not os.path.exists('./datasets/mini'): run('bash ./datasets/download_cyclegan_dataset.sh mini') if not os.path.exists('./datasets/mini_pix2pix'): run('bash ./datasets/download_cyclegan_dataset.sh mini_pix2pix') # pretrained cyclegan model if not os.path.exists('./checkpoints/horse2zebra_pretrained/latest_net_G.pth'): run('bash ./scripts/download_cyclegan_model.sh horse2zebra') run('python test.py --model test --dataroot ./datasets/mini --name horse2zebra_pretrained --no_dropout --num_test 1 --no_dropout') # pretrained pix2pix model if not os.path.exists('./checkpoints/facades_label2photo_pretrained/latest_net_G.pth'): run('bash ./scripts/download_pix2pix_model.sh facades_label2photo') if not os.path.exists('./datasets/facades'): run('bash ./datasets/download_pix2pix_dataset.sh facades') run('python test.py --dataroot ./datasets/facades/ --direction BtoA --model pix2pix --name facades_label2photo_pretrained --num_test 1') # cyclegan train/test run('python train.py --model cycle_gan --name temp_cyclegan --dataroot ./datasets/mini --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 10 --print_freq 1 --display_id -1') run('python test.py --model test --name temp_cyclegan --dataroot ./datasets/mini --num_test 1 --model_suffix "_A" --no_dropout') # pix2pix train/test run('python train.py --model pix2pix --name temp_pix2pix --dataroot ./datasets/mini_pix2pix --n_epochs 1 --n_epochs_decay 5 --save_latest_freq 10 --display_id -1') run('python test.py --model pix2pix --name temp_pix2pix --dataroot ./datasets/mini_pix2pix --num_test 1') # template train/test run('python train.py --model template --name temp2 --dataroot ./datasets/mini_pix2pix --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 10 --display_id -1') run('python test.py --model template --name temp2 --dataroot ./datasets/mini_pix2pix --num_test 1') # colorization train/test (optional) if not os.path.exists('./datasets/mini_colorization'): run('bash ./datasets/download_cyclegan_dataset.sh mini_colorization') run('python train.py --model colorization --name temp_color --dataroot ./datasets/mini_colorization --n_epochs 1 --n_epochs_decay 0 --save_latest_freq 5 --display_id -1') run('python test.py --model colorization --name temp_color --dataroot ./datasets/mini_colorization --num_test 1')