├── .gitignore ├── LICENSE ├── Models ├── Encoder │ ├── DeepResNet.py │ ├── __init__.py │ ├── deeplab_resnet_skip.py │ └── download_pretrained_psp_model.sh ├── GNN │ ├── GCN.py │ ├── GCN_layer.py │ ├── GCN_res_layer.py │ ├── __init__.py │ ├── base_network.py │ ├── grid_def_network.py │ └── superpixel_grid.py ├── __init__.py └── deformable_grid.py ├── README.md ├── Utils ├── __init__.py ├── dense_quad.py ├── matrix_utils.py ├── mypath.py ├── parser.py ├── plot_sample.py ├── time_utils.py └── utils.py ├── dataloaders ├── __init__.py ├── change_paths.py ├── cityscapes_full.py ├── cityscapes_processed.py ├── custom_transforms.py └── helpers.py ├── evaluation ├── __init__.py └── metrics.py ├── fig └── defgrid.png ├── layers ├── DefGrid │ ├── __init__.py │ ├── check_condition_lattice_bbox │ │ ├── __init__.py │ │ ├── check_condition_lattice.cpp │ │ ├── check_condition_lattice_for2.cu │ │ └── utils.py │ ├── diff_variance.py │ ├── mean_feature │ │ ├── __init__.py │ │ ├── mean_feature.cpp │ │ ├── mean_feature.cu │ │ └── mean_feature.py │ └── variance_function_atom │ │ ├── __init__.py │ │ ├── line_distance_func_parallel │ │ ├── __init__.py │ │ ├── utils.py │ │ ├── variance_line_distance.cpp │ │ ├── variance_line_distance_back.cu │ │ └── variance_line_distance_for.cu │ │ └── line_distance_func_topk │ │ ├── __init__.py │ │ ├── utils.py │ │ ├── variance_line_distance.cpp │ │ ├── variance_line_distance_back.cu │ │ └── variance_line_distance_for.cu └── __init__.py └── scripts └── train ├── train_def_grid_full.py └── train_def_grid_multi_comp.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fidler-lab/defgrid-release/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fidler-lab/defgrid-release/HEAD/LICENSE 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