├── .gitignore ├── README.md ├── attribute_counts.py ├── attribute_names.py ├── data ├── Datasets │ └── vg │ │ ├── download_vg.sh │ │ ├── train_test_split.py │ │ └── vg_splits.json ├── __init__.py ├── preprocess_vg.py ├── utils.py ├── vg_custom_mask.py └── vocab.json ├── demo ├── pipeline.pdf └── pipeline.png ├── evaluation ├── .DS_Store ├── PerceptualSimilarity │ ├── .gitignore │ ├── Dockerfile │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── compute_dists.py │ ├── compute_dists_dirs.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_dir0 │ │ │ ├── 0.png │ │ │ └── 1.png │ │ ├── ex_dir1 │ │ │ ├── 0.png │ │ │ └── 1.png │ │ ├── ex_p0.png │ │ ├── ex_p1.png │ │ ├── ex_ref.png │ │ ├── fig1.png │ │ ├── layout2im_coco_dists12.txt │ │ ├── layout2im_vg_dists12.txt │ │ ├── layout2im_vg_dists13.txt │ │ ├── layout2im_vg_dists23.txt │ │ ├── sg2im_vg_dists12.txt │ │ ├── sg2im_vg_dists13.txt │ │ └── sg2im_vg_dists23.txt │ ├── models │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── dist_model.py │ │ ├── models.py │ │ ├── networks_basic.py │ │ └── pretrained_networks.py │ ├── perceptual_loss.py │ ├── requirements.txt │ ├── scripts │ │ ├── download_dataset.sh │ │ ├── download_dataset_valonly.sh │ │ ├── eval_valsets.sh │ │ ├── train_test_metric.sh │ │ ├── train_test_metric_scratch.sh │ │ └── train_test_metric_tune.sh │ ├── test_dataset_model.py │ ├── test_network.py │ ├── train.py │ ├── util │ │ ├── __init__.py │ │ ├── html.py │ │ ├── util.py │ │ └── visualizer.py │ └── weights │ │ ├── v0.0 │ │ ├── alex.pth │ │ ├── squeeze.pth │ │ └── vgg.pth │ │ └── v0.1 │ │ ├── alex.pth │ │ ├── squeeze.pth │ │ └── vgg.pth ├── compute_inception_score.py ├── consistency.py ├── create_layout.py ├── fid.py ├── gen_pickle_for_classification.py ├── get_att_vs_obj_matrix.py ├── test_att.py ├── test_classification_vg.py ├── train_att_cls.py └── train_resinet50_vg.py ├── get_att_vs_obj_matrix.py ├── matrix_obj_vs_att.pt ├── models ├── .DS_Store ├── __init__.py ├── bilinear.py ├── discriminator.py ├── generator_obj_att.py ├── generator_obj_att128.py ├── initialization.py ├── layers ├── layers.py ├── spade │ ├── __init__.py │ ├── __pycache__ │ │ └── __init__.cpython-37.pyc │ ├── networks │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── architecture.cpython-37.pyc │ │ │ ├── base_network.cpython-37.pyc │ │ │ ├── encoder.cpython-37.pyc │ │ │ └── normalization.cpython-37.pyc │ │ ├── architecture.py │ │ ├── base_network.py │ │ ├── discriminator.py │ │ ├── encoder.py │ │ ├── generator.py │ │ ├── loss.py │ │ ├── normalization.py │ │ └── sync_batchnorm │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── batchnorm.cpython-37.pyc │ │ │ ├── comm.cpython-37.pyc │ │ │ └── replicate.cpython-37.pyc │ │ │ ├── batchnorm.py │ │ │ ├── batchnorm_reimpl.py │ │ │ ├── comm.py │ │ │ ├── replicate.py │ │ │ └── unittest.py │ └── pix2pix_model.py ├── trained_models │ ├── 64 │ │ └── .DS_Store │ ├── 128 │ │ └── .DS_Store │ └── .DS_Store └── utils │ ├── .DS_Store │ ├── __init__.py │ ├── draw_box.py │ ├── model_saver.py │ └── model_saver_iter.py ├── script.py ├── test128.py ├── test64.py ├── test_with_boxes_drawn.py ├── train128.py ├── train64.py └── utils ├── __init__.py ├── draw_box.py ├── model_saver.py └── model_saver_iter.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pkl 2 | *.h5 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ubc-vision/attribute-guided-image-generation-from-layout/HEAD/README.md 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