├── .gitignore ├── Dockerfile ├── LICENSE ├── README.md ├── configs ├── encoders │ ├── 256_mlp.yaml │ ├── 256_resnet.yaml │ ├── 512_mlp.yaml │ └── 512_resnet.yaml ├── inference │ ├── 256 │ │ ├── 01_eoifs.yaml │ │ ├── 02_eoif.yaml │ │ ├── 03_eoi.yaml │ │ ├── 04_eo.yaml │ │ ├── 05_e.yaml │ │ ├── 06_mo.yaml │ │ ├── 07_i2s.yaml │ │ ├── style_eoif.yaml │ │ └── style_eoifs.yaml │ └── 512 │ │ ├── 01_eoifs.yaml │ │ ├── 02_eoif.yaml │ │ ├── 03_eoi.yaml │ │ ├── 04_eo.yaml │ │ ├── 05_e.yaml │ │ ├── 06_mo.yaml │ │ ├── 07_i2s.yaml │ │ ├── style_eoif.yaml │ │ └── style_eoifs.yaml └── train │ ├── 256.yaml │ ├── 512.yaml │ ├── ablation │ ├── frame_discr.yaml │ ├── original.yaml │ ├── two_noises.yaml │ ├── two_noises_z3.yaml │ ├── two_noises_z3_shift_crop_decay.yaml │ ├── two_noises_z3_shift_crop_nfd_freq_01.yaml │ ├── two_noises_z3_shift_crop_nfd_freq_03.yaml │ └── two_noises_z3_shift_crop_nfd_freq_05.yaml │ └── test.yaml ├── constants.py ├── datasets.py ├── docs ├── cite.txt ├── css │ └── landing-page.min.css ├── img │ ├── 00_teaser.png │ ├── 01_intro_grid.jpg │ ├── 02_architecture.jpg │ ├── gifs │ │ ├── 1-8182576592_f8a3754bc4_k_homman1.mp4_frames.gif │ │ ├── 1-8386618637_2bf4954799_k_homman1.mp4_frames.gif │ │ ├── 1-seoul-1_homman2.mp4_frames.gif │ │ ├── 2-12303708973_e366d484ad_k_homman3.mp4_frames.gif │ │ ├── 2-1336_homman3.mp4_frames.gif │ │ └── 2-14178495148_2411b119e7_homman3.mp4_frames.gif │ ├── grids │ │ ├── 00_grid.jpg │ │ └── 01_grid.jpg │ └── sr │ │ └── claudio │ │ ├── gt.jpg │ │ ├── hr_107.jpg │ │ ├── hr_8.jpg │ │ ├── lr_107.jpg │ │ └── lr_8.jpg ├── index.html ├── vendor │ ├── bootstrap │ │ ├── css │ │ │ ├── bootstrap.css │ │ │ └── bootstrap.min.css │ │ └── js │ │ │ └── bootstrap.bundle.min.js │ ├── font-awesome │ │ ├── css │ │ │ └── font-awesome.min.css │ │ └── fonts │ │ │ └── fontawesome-webfont.woff2 │ ├── jquery │ │ └── jquery.min.js │ ├── js │ │ └── src │ │ │ ├── alert.js │ │ │ ├── button.js │ │ │ ├── carousel.js │ │ │ ├── collapse.js │ │ │ ├── dropdown.js │ │ │ ├── index.js │ │ │ ├── modal.js │ │ │ ├── popover.js │ │ │ ├── scrollspy.js │ │ │ ├── tab.js │ │ │ ├── tooltip.js │ │ │ └── util.js │ ├── scss │ │ ├── _alert.scss │ │ ├── _badge.scss │ │ ├── _breadcrumb.scss │ │ ├── _button-group.scss │ │ ├── _buttons.scss │ │ ├── _card.scss │ │ ├── _carousel.scss │ │ ├── _close.scss │ │ ├── _code.scss │ │ ├── _custom-forms.scss │ │ ├── _dropdown.scss │ │ ├── _forms.scss │ │ ├── _grid.scss │ │ ├── _images.scss │ │ ├── _input-group.scss │ │ ├── _jumbotron.scss │ │ ├── _list-group.scss │ │ ├── _media.scss │ │ ├── _modal.scss │ │ ├── _nav.scss │ │ ├── _navbar.scss │ │ ├── _pagination.scss │ │ ├── _popover.scss │ │ ├── _print.scss │ │ ├── _progress.scss │ │ ├── _reboot.scss │ │ ├── _root.scss │ │ ├── _tables.scss │ │ ├── _tooltip.scss │ │ ├── _transitions.scss │ │ ├── _type.scss │ │ ├── bootstrap.scss │ │ ├── mixins │ │ │ ├── _alert.scss │ │ │ ├── _background-variant.scss │ │ │ ├── _badge.scss │ │ │ ├── _border-radius.scss │ │ │ ├── _breakpoints.scss │ │ │ ├── _buttons.scss │ │ │ ├── _caret.scss │ │ │ ├── _clearfix.scss │ │ │ ├── _float.scss │ │ │ ├── _forms.scss │ │ │ ├── _gradients.scss │ │ │ ├── _grid-framework.scss │ │ │ ├── _grid.scss │ │ │ ├── _hover.scss │ │ │ ├── _image.scss │ │ │ ├── _list-group.scss │ │ │ ├── _lists.scss │ │ │ ├── _nav-divider.scss │ │ │ ├── _pagination.scss │ │ │ ├── _reset-text.scss │ │ │ ├── _screen-reader.scss │ │ │ ├── _table-row.scss │ │ │ ├── _text-emphasis.scss │ │ │ ├── _text-hide.scss │ │ │ ├── _text-truncate.scss │ │ │ ├── _transition.scss │ │ │ └── _visibility.scss │ │ └── utilities │ │ │ ├── _align.scss │ │ │ ├── _background.scss │ │ │ ├── _borders.scss │ │ │ ├── _display.scss │ │ │ ├── _embed.scss │ │ │ ├── _flex.scss │ │ │ ├── _float.scss │ │ │ ├── _position.scss │ │ │ ├── _screenreaders.scss │ │ │ ├── _shadows.scss │ │ │ ├── _sizing.scss │ │ │ ├── _spacing.scss │ │ │ ├── _text.scss │ │ │ └── _visibility.scss │ └── simple-line-icons │ │ ├── css │ │ └── simple-line-icons.css │ │ └── fonts │ │ └── Simple-Line-Icons.woff2 ├── vids │ └── video_200.webm ├── vids_4 │ ├── 1-8182576592_f8a3754bc4_k_folder.mp4 │ ├── 1-8182576592_f8a3754bc4_k_folder.webm │ ├── 1-claudio-testa--SO3JtE3gZo-unsp.mp4 │ ├── 1-claudio-testa--SO3JtE3gZo-unsp.webm │ ├── 1092_color_2-1.mp4 │ ├── 1092_color_2-1.webm │ ├── 1412_color_10-1.mp4 │ └── 1412_color_10-1.webm └── vids_9 │ ├── 103_445001.mp4 │ ├── 103_445001.webm │ ├── 110_445001.mp4 │ ├── 110_445001.webm │ ├── 112_445001.mp4 │ ├── 112_445001.webm │ ├── 118_445001.mp4 │ ├── 118_445001.webm │ ├── 130_445001.mp4 │ ├── 130_445001.webm │ ├── 13_445001.mp4 │ ├── 13_445001.webm │ ├── 144_445001.mp4 │ ├── 144_445001.webm │ ├── 34_445001.mp4 │ ├── 34_445001.webm │ ├── 93_445001.mp4 │ └── 93_445001.webm ├── evaluate.py ├── generate.py ├── homographies ├── manual_homographies │ ├── m01.csv │ ├── m02.csv │ ├── m03.csv │ ├── m04.csv │ ├── m05.csv │ ├── m06.csv │ ├── m07.csv │ ├── m08.csv │ ├── m09.csv │ ├── m10.csv │ ├── m11.csv │ └── m12.csv ├── manual_homographies_slow2 │ ├── m01.csv │ ├── m02.csv │ ├── m03.csv │ ├── m04.csv │ ├── m05.csv │ ├── m06.csv │ ├── m07.csv │ ├── m08.csv │ ├── m09.csv │ ├── m10.csv │ ├── m11.csv │ └── m12.csv ├── manual_homographies_x2.5 │ ├── m01.csv │ ├── m02.csv │ ├── m03.csv │ ├── m04.csv │ ├── m05.csv │ ├── m06.csv │ ├── m07.csv │ ├── m08.csv │ ├── m09.csv │ ├── m10.csv │ ├── m11.csv │ └── m12.csv ├── manual_homographies_x4 │ ├── m01.csv │ ├── m02.csv │ ├── m03.csv │ ├── m04.csv │ ├── m05.csv │ ├── m06.csv │ ├── m07.csv │ ├── m08.csv │ ├── m09.csv │ ├── m10.csv │ ├── m11.csv │ └── m12.csv └── selected_homographies │ ├── man1.csv │ ├── man2.csv │ ├── man3.csv │ ├── man4.csv │ └── man5.csv ├── inference ├── __init__.py ├── base_image_utils.py ├── calc_metrics_video.py ├── datasets.py ├── encode_and_animate.py ├── encoder_train_pipeline.py ├── encoders.py ├── fine_tune_pipeline.py ├── generate_dataset.py ├── inference_utils.py ├── make_report.py ├── metrics │ ├── __init__.py │ ├── fid │ │ ├── __init__.py │ │ ├── fid_score.py │ │ └── inception.py │ ├── lpips.py │ ├── slomo │ │ ├── __init__.py │ │ ├── dataloader.py │ │ ├── flow.py │ │ └── model.py │ └── ssim.py ├── mlp_approximation.py ├── perceptual_loss.py ├── perspective.py ├── segmentation │ ├── __init__.py │ ├── base.py │ ├── resnet.py │ └── utils.py └── train_encoder.py ├── logger.py ├── model.py ├── prepare_data.py ├── requirements.txt ├── runfiles ├── .encode_and_animate_test.sh.swp ├── calc_metrics_make_report_test_all256.sh ├── encode_and_animate_test.sh ├── encode_and_animate_test_all256.sh ├── encode_and_animate_test_all256_with_style.sh ├── encode_and_animate_test_all512.sh ├── gen_encoder_train_data.sh ├── gen_encoder_train_data_256.sh ├── gen_encoder_train_data_512.sh ├── train_encoder_256.sh ├── train_encoder_512.sh └── train_mlp_256.sh ├── superres ├── README.md ├── configs │ └── test │ │ └── test.yaml ├── inputs │ ├── hr │ │ └── video1.jpg │ └── videos │ │ └── video1 │ │ ├── 001.jpg │ │ ├── 002.jpg │ │ ├── 003.jpg │ │ ├── 004.jpg │ │ ├── 005.jpg │ │ ├── 006.jpg │ │ ├── 007.jpg │ │ ├── 008.jpg │ │ ├── 009.jpg │ │ ├── 010.jpg │ │ ├── 011.jpg │ │ ├── 012.jpg │ │ ├── 013.jpg │ │ ├── 014.jpg │ │ ├── 015.jpg │ │ ├── 016.jpg │ │ ├── 017.jpg │ │ ├── 018.jpg │ │ ├── 019.jpg │ │ ├── 020.jpg │ │ ├── 021.jpg │ │ ├── 022.jpg │ │ ├── 023.jpg │ │ ├── 024.jpg │ │ ├── 025.jpg │ │ ├── 026.jpg │ │ ├── 027.jpg │ │ ├── 028.jpg │ │ ├── 029.jpg │ │ ├── 030.jpg │ │ ├── 031.jpg │ │ ├── 032.jpg │ │ ├── 033.jpg │ │ ├── 034.jpg │ │ ├── 035.jpg │ │ ├── 036.jpg │ │ ├── 037.jpg │ │ ├── 038.jpg │ │ ├── 039.jpg │ │ ├── 040.jpg │ │ ├── 041.jpg │ │ ├── 042.jpg │ │ ├── 043.jpg │ │ ├── 044.jpg │ │ ├── 045.jpg │ │ ├── 046.jpg │ │ ├── 047.jpg │ │ ├── 048.jpg │ │ ├── 049.jpg │ │ ├── 050.jpg │ │ ├── 051.jpg │ │ ├── 052.jpg │ │ ├── 053.jpg │ │ ├── 054.jpg │ │ ├── 055.jpg │ │ ├── 056.jpg │ │ ├── 057.jpg │ │ ├── 058.jpg │ │ ├── 059.jpg │ │ ├── 060.jpg │ │ ├── 061.jpg │ │ ├── 062.jpg │ │ ├── 063.jpg 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126.jpg │ │ ├── 127.jpg │ │ ├── 128.jpg │ │ ├── 129.jpg │ │ ├── 130.jpg │ │ ├── 131.jpg │ │ ├── 132.jpg │ │ ├── 133.jpg │ │ ├── 134.jpg │ │ ├── 135.jpg │ │ ├── 136.jpg │ │ ├── 137.jpg │ │ ├── 138.jpg │ │ ├── 139.jpg │ │ ├── 140.jpg │ │ ├── 141.jpg │ │ ├── 142.jpg │ │ ├── 143.jpg │ │ ├── 144.jpg │ │ ├── 145.jpg │ │ ├── 146.jpg │ │ ├── 147.jpg │ │ ├── 148.jpg │ │ ├── 149.jpg │ │ ├── 150.jpg │ │ ├── 151.jpg │ │ ├── 152.jpg │ │ ├── 153.jpg │ │ ├── 154.jpg │ │ ├── 155.jpg │ │ ├── 156.jpg │ │ ├── 157.jpg │ │ ├── 158.jpg │ │ ├── 159.jpg │ │ ├── 160.jpg │ │ ├── 161.jpg │ │ ├── 162.jpg │ │ ├── 163.jpg │ │ ├── 164.jpg │ │ ├── 165.jpg │ │ ├── 166.jpg │ │ ├── 167.jpg │ │ ├── 168.jpg │ │ ├── 169.jpg │ │ ├── 170.jpg │ │ ├── 171.jpg │ │ ├── 172.jpg │ │ ├── 173.jpg │ │ ├── 174.jpg │ │ ├── 175.jpg │ │ ├── 176.jpg │ │ ├── 177.jpg │ │ ├── 178.jpg │ │ ├── 179.jpg │ │ ├── 180.jpg │ │ ├── 181.jpg │ │ ├── 182.jpg │ │ ├── 183.jpg │ │ ├── 184.jpg │ │ ├── 185.jpg │ │ ├── 186.jpg │ │ ├── 187.jpg │ │ ├── 188.jpg │ │ ├── 189.jpg │ │ ├── 190.jpg │ │ ├── 191.jpg │ │ ├── 192.jpg │ │ ├── 193.jpg │ │ ├── 194.jpg │ │ ├── 195.jpg │ │ ├── 196.jpg │ │ ├── 197.jpg │ │ ├── 198.jpg │ │ ├── 199.jpg │ │ └── 200.jpg ├── outputs │ └── video1 │ │ ├── 001.jpg │ │ ├── 010.jpg │ │ └── 020.jpg ├── src │ ├── data │ │ ├── __init__.py │ │ ├── dataset.py │ │ └── util.py │ ├── models │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── lr_scheduler.py │ │ ├── modules │ │ │ ├── RRDBNet_arch.py │ │ │ ├── __init__.py │ │ │ ├── ade20k_segm │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── color150.mat │ │ │ │ ├── object150_info.csv │ │ │ │ ├── resnet.py │ │ │ │ └── utils.py │ │ │ ├── discriminator_vgg_arch.py │ │ │ ├── loss.py │ │ │ ├── mish.py │ │ │ ├── module_util.py │ │ │ ├── style.py │ │ │ ├── unet.py │ │ │ └── video_discriminator.py │ │ ├── networks.py │ │ └── srgan.py │ ├── options │ │ ├── __init__.py │ │ └── options.py │ ├── predict.py │ └── utils │ │ ├── __init__.py │ │ └── util.py └── weights │ └── ade20k-resnet50dilated-ppm_deepsup │ └── .gitkeep ├── tensor_transforms.py ├── train.py ├── utils.py └── vid_dl ├── .create_images.py.swp ├── README.md ├── create_images.py ├── main.py └── sky_valid_23.json /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/advimman/deep-landscape/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/advimman/deep-landscape/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/advimman/deep-landscape/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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