├── .gitignore ├── Image2ImageTranslation ├── README.md ├── code │ ├── FID │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── fid_score.py │ │ └── inception.py │ ├── LPIPS │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── base_data_loader.py │ │ │ ├── custom_dataset_data_loader.py │ │ │ ├── data_loader.py │ │ │ ├── dataset │ │ │ │ ├── __init__.py │ │ │ │ ├── base_dataset.py │ │ │ │ ├── jnd_dataset.py │ │ │ │ └── twoafc_dataset.py │ │ │ └── image_folder.py │ │ ├── imgs │ │ │ ├── ex_p0.png │ │ │ ├── ex_p1.png │ │ │ ├── ex_ref.png │ │ │ └── fig1.png │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── dist_model.py │ │ │ ├── models.py │ │ │ ├── networks_basic.py │ │ │ └── pretrained_networks.py │ │ ├── perceptual_loss.py │ │ ├── scripts │ │ │ ├── download_dataset.sh │ │ │ └── download_dataset_valonly.sh │ │ ├── test_dataset_model.py │ │ ├── test_network.py │ │ ├── util │ │ │ ├── __init__.py │ │ │ ├── html.py │ │ │ ├── util.py │ │ │ └── visualizer.py │ │ └── weights │ │ │ ├── alex.pth │ │ │ ├── squeeze.pth │ │ │ └── vgg.pth │ ├── __init__py │ ├── cfg │ │ ├── cityscapes_pix2pixHD_NE_L1_VGG.yml │ │ ├── facades_bicycleGAN_NE.yml │ │ └── maps_bicycleGAN_NE.yml │ ├── exterior_models │ │ ├── __init__.py │ │ ├── bicycleGAN │ │ │ ├── __init__.py │ │ │ └── networks.py │ │ ├── pix2pixHD │ │ │ ├── __init__.py │ │ │ └── networks.py │ │ └── vgg.py │ ├── main.py │ ├── miscc │ │ ├── __init__.py │ │ ├── choose_dataset.py │ │ ├── config.py │ │ ├── datasets_city.py │ │ ├── datasets_facades.py │ │ ├── datasets_flowers.py │ │ ├── datasets_handbags.py │ │ ├── datasets_maps.py │ │ ├── datasets_night2day.py │ │ ├── datasets_nyu.py │ │ ├── html.py │ │ ├── layer_utils.py │ │ └── utils.py │ ├── scripts │ │ ├── download_pretrained.sh │ │ └── setup_env.sh │ └── trainer.py ├── data │ ├── .gitignore │ ├── download_dataset.sh │ └── voc_gt_cmap.mat ├── example │ └── im2im.png └── requirements.txt ├── Inpainting ├── .gitignore ├── README.md ├── datasets_mask.py ├── example │ ├── inpainting.gif │ ├── inpainting.png │ └── inpainting_input.png ├── models │ ├── Discriminator_NET.py │ ├── Generator_NET.py │ ├── __init__.py │ ├── layer_util.py │ └── losses.py ├── scripts │ ├── download_pretrained.sh │ └── setup_env.sh ├── test.py └── train.py ├── README.md └── VideoPrediction ├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── data ├── bibtex │ ├── kth.txt │ └── sna.txt ├── convert_kth.py ├── download_and_preprocess_bair.sh └── download_and_preprocess_kth.sh ├── example ├── bair_1.gif ├── bair_2.gif ├── kth_1.gif └── kth_2.gif ├── hparams ├── bair │ ├── ours_deterministic_l1 │ │ └── model_hparams.json │ ├── ours_deterministic_l2 │ │ └── model_hparams.json │ ├── ours_gan │ │ ├── model_hparams.json │ │ └── ours.json │ ├── ours_savp │ │ └── model_hparams.json │ ├── ours_vae_l1 │ │ └── model_hparams.json │ ├── ours_vae_l2 │ │ └── model_hparams.json │ ├── sna_l1 │ │ └── model_hparams.json │ ├── sna_l2 │ │ └── model_hparams.json │ └── sv2p_time_variant │ │ └── model_hparams.json └── kth │ ├── ours_deterministic_l1 │ └── model_hparams.json │ ├── ours_deterministic_l2 │ └── model_hparams.json │ ├── ours_gan │ ├── model_hparams.json │ └── ours.json │ ├── ours_savp │ └── model_hparams.json │ ├── ours_vae_l1 │ └── model_hparams.json │ ├── sv2p_time_invariant │ └── model_hparams.json │ └── sv2p_time_variant │ └── model_hparams.json ├── requirements.txt ├── scripts ├── download_pretrained.sh ├── evaluate_bair.sh ├── evaluate_kth.sh ├── evaluate_ours.py ├── setup_env.sh └── train.py └── video_prediction ├── __init__.py ├── cem.py ├── datasets ├── __init__.py ├── base_dataset.py ├── cartgripper_dataset.py ├── google_robot_dataset.py ├── kth_dataset.py ├── kth_dataset_emily.py ├── softmotion_dataset.py ├── sv2p_dataset.py └── ucf101_dataset.py ├── flow_ops.py ├── functional_ops.py ├── layers ├── __init__.py └── normalization.py ├── losses.py ├── metrics.py ├── models ├── __init__.py ├── base_model.py ├── dna_model.py ├── dvf_model.py ├── flow_model.py ├── mocogan_model.py ├── non_trainable_model.py ├── pix2pix_model.py ├── pspnet50_model.py ├── pspnet_network.py ├── savp_model.py ├── sna_model.py ├── spectral_norm_model.py ├── sv2p_model.py └── vgg_network.py ├── ops.py ├── policies ├── __init__.py └── servo_policy.py ├── rnn_ops.py └── utils ├── __init__.py ├── ffmpeg_gif.py ├── html.py └── tf_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maga33/DSGAN/HEAD/.gitignore -------------------------------------------------------------------------------- /Image2ImageTranslation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maga33/DSGAN/HEAD/Image2ImageTranslation/README.md -------------------------------------------------------------------------------- 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