├── .gitignore ├── LICENSE ├── README.md ├── args.py ├── dataset ├── __init__.py ├── augmentation.py ├── base.py ├── benchmark_dataset.py ├── coco_api_wrapper.py ├── custom_colorjitter.py ├── meta_info │ ├── ap10k │ │ ├── test_class_dict.pth │ │ ├── test_class_dict_skip_crowd.pth │ │ ├── train_class_dict.pth │ │ ├── train_class_dict_skip_crowd.pth │ │ ├── val_class_dict.pth │ │ └── val_class_dict_skip_crowd.pth │ ├── cellpose │ │ └── train_idxs_perm.pth │ ├── coco │ │ ├── coco_train_class_dict.pth │ │ ├── coco_val_class_dict.pth │ │ ├── cocostuff_train_class_dict.pth │ │ ├── cocostuff_val_class_dict.pth │ │ ├── edge_params.pth │ │ ├── idxs_perm_categorical.pth │ │ ├── idxs_perm_categorical_kp_train.pth │ │ ├── idxs_perm_categorical_kp_train_cropped.pth │ │ ├── idxs_perm_categorical_kp_val.pth │ │ ├── idxs_perm_categorical_kp_val_cropped.pth │ │ ├── idxs_perm_categorical_train.pth │ │ ├── idxs_perm_categorical_val.pth │ │ ├── idxs_perm_train.pth │ │ └── idxs_perm_val.pth │ ├── davis2017 │ │ └── davis2017_n_objects.pth │ ├── deepfashion │ │ ├── edge_params.pth │ │ ├── idxs_perm_train.pth │ │ └── idxs_perm_val.pth │ ├── freihand │ │ ├── edge_params.pth │ │ ├── idxs_perm_train.pth │ │ └── idxs_perm_val.pth │ ├── kitti │ │ └── kitti_eigen_depth_range.pth │ ├── midair │ │ ├── edge_params.pth │ │ ├── idxs_perm_all.pth │ │ ├── idxs_perm_classes.pth │ │ ├── img_files.pth │ │ ├── midair_class_dict.pth │ │ ├── midair_log_depth_range.pth │ │ └── midair_log_disparity_range.pth │ ├── mpii │ │ ├── edge_params.pth │ │ ├── idxs_perm.pth │ │ └── kp_idxs_perm.pth │ ├── nyud │ │ ├── depth_range.pth │ │ ├── log_depth_range.pth │ │ └── train_idxs.pth │ ├── openimages │ │ ├── edge_params.pth │ │ ├── train_files.pth │ │ └── validation_files.pth │ ├── sintel │ │ └── train_perm.pth │ └── taskonomy │ │ ├── class_dict_all.pth │ │ ├── depth_quantiles.pth │ │ ├── edge_params.pth │ │ ├── edge_thresholds.pth │ │ ├── idxs_perm_all.pth │ │ ├── idxs_perm_classes.pth │ │ └── img_files.pth ├── resize_buildings.py ├── unlabeled.py └── utils.py ├── davis2016-evaluation ├── .gitignore ├── README.md ├── apply_crf.py ├── crf.py ├── davis2017 │ ├── __init__.py │ ├── davis.py │ ├── evaluation.py │ ├── metrics.py │ └── utils.py ├── evaluation_codalab.py ├── evaluation_method.py ├── pytest │ └── test_evaluation.py ├── setup.cfg ├── setup.py └── test.py ├── downstream ├── __init__.py ├── ap10k │ ├── configs │ │ ├── test_config.yaml │ │ └── train_config.yaml │ ├── dataset.py │ ├── evaluator.py │ ├── learner.py │ └── utils.py ├── base_learner.py ├── cellpose │ ├── configs │ │ ├── test_config.yaml │ │ └── train_config.yaml │ ├── dataset.py │ ├── learner.py │ └── utils.py ├── davis2017 │ ├── __init__.py │ ├── configs │ │ ├── test_config.yaml │ │ └── train_config.yaml │ ├── dataset.py │ ├── learner.py │ └── utils.py ├── fsc147 │ ├── configs │ │ ├── test_config.yaml │ │ └── train_config.yaml │ ├── dataset.py │ ├── learner.py │ └── utils.py ├── isic2018 │ ├── configs │ │ ├── test_config.yaml │ │ └── train_config.yaml │ ├── dataset.py │ └── learner.py ├── learner_factory.py └── linemod │ ├── configs │ ├── test_config.yaml │ └── train_config.yaml │ ├── dataset.py │ ├── learner.py │ └── utils.py ├── get_beitv2.py ├── main.py ├── main_figure.png ├── meta_train ├── __init__.py ├── datasets │ ├── __init__.py │ ├── coco.py │ ├── coco_stereo.py │ ├── deepfashion.py │ ├── freihand.py │ ├── midair.py │ ├── midair_stereo.py │ ├── mpii.py │ └── taskonomy.py ├── evaluator.py ├── learner.py ├── train_config.yaml ├── unified.py └── utils.py ├── model ├── __init__.py ├── chameleon.py ├── decoder.py ├── encoder.py ├── matching.py ├── model_factory.py └── transformers │ ├── __init__.py │ ├── beit.py │ ├── custom_layers.py │ ├── factory.py │ ├── helpers.py │ ├── registry.py │ └── vision_transformer.py ├── preprocess_checkpoints.py ├── requirements.txt ├── scripts ├── ap10k │ ├── finetune.sh │ ├── finetune_all.sh │ ├── run.sh │ ├── run_all.sh │ ├── test.sh │ └── test_all.sh ├── cellpose │ ├── finetune.sh │ ├── run.sh │ └── test.sh ├── davis2017 │ ├── davis_evaluation.sh │ ├── finetune.sh │ ├── finetune_all.sh │ ├── run.sh │ ├── run_all.sh │ ├── run_all_in_one.sh │ ├── test.sh │ └── test_all.sh ├── fsc147 │ ├── finetune.sh │ ├── run.sh │ └── test.sh ├── isic2018 │ ├── finetune.sh │ ├── finetune_all.sh │ ├── run.sh │ └── test.sh ├── linemod │ ├── finetune_all.sh │ ├── finetune_pose.sh │ ├── finetune_segment.sh │ ├── finetune_segment_all.sh │ ├── run.sh │ ├── run_all_in_one.sh │ ├── run_pose.sh │ ├── run_pose_all.sh │ ├── run_segment.sh │ ├── run_segment_all.sh │ ├── test_all.sh │ ├── test_pose.sh │ ├── test_segment.sh │ └── test_segment_all.sh └── unified │ └── train.sh └── train ├── __init__.py ├── loss.py ├── miou_fss.py ├── optim.py ├── train_utils.py ├── trainer.py ├── visualize.py └── zero_to_fp32.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GitGyun/chameleon/HEAD/.gitignore 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