├── .copier-answers.yml ├── .github ├── linting.yml └── workflows │ ├── build-documentation.yml │ ├── pre-commit-ci.yml │ ├── publish-to-pypi.yml │ ├── smoke-test.yml │ └── testing-and-coverage.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── LICENSE ├── README.md ├── ci-environment.yml ├── configs ├── COCO │ ├── cascade_mask_rcnn_mvitv2_b_in21k_100ep.py │ ├── cascade_mask_rcnn_mvitv2_h_in21k_36ep.py │ ├── cascade_mask_rcnn_mvitv2_l_in21k_50ep.py │ ├── cascade_mask_rcnn_swin_b_in21k_50ep.py │ ├── cascade_mask_rcnn_swin_l_in21k_50ep.py │ ├── cascade_mask_rcnn_vitdet_b_100ep.py │ ├── cascade_mask_rcnn_vitdet_h_75ep.py │ ├── cascade_mask_rcnn_vitdet_l_100ep.py │ ├── mask_rcnn_vitdet_b_100ep.py │ ├── mask_rcnn_vitdet_h_75ep.py │ └── mask_rcnn_vitdet_l_100ep.py ├── LVIS │ ├── cascade_mask_rcnn_mvitv2_b_in21k_100ep.py │ ├── cascade_mask_rcnn_mvitv2_h_in21k_50ep.py │ ├── cascade_mask_rcnn_mvitv2_l_in21k_50ep.py │ ├── cascade_mask_rcnn_swin_b_in21k_50ep.py │ ├── cascade_mask_rcnn_swin_l_in21k_50ep.py │ ├── cascade_mask_rcnn_vitdet_b_100ep.py │ ├── cascade_mask_rcnn_vitdet_h_100ep.py │ ├── cascade_mask_rcnn_vitdet_l_100ep.py │ ├── mask_rcnn_vitdet_b_100ep.py │ ├── mask_rcnn_vitdet_h_100ep.py │ └── mask_rcnn_vitdet_l_100ep.py ├── common │ ├── coco_loader_lsj.py │ ├── data │ │ ├── coco.py │ │ ├── coco_keypoint.py │ │ ├── coco_panoptic_separated.py │ │ └── constants.py │ └── models │ │ ├── cascade_rcnn.py │ │ ├── fcos.py │ │ ├── keypoint_rcnn_fpn.py │ │ ├── mask_rcnn_c4.py │ │ ├── mask_rcnn_fpn.py │ │ ├── mask_rcnn_vitdet.py │ │ ├── panoptic_fpn.py │ │ └── retinanet.py ├── custom │ ├── mappers.py │ └── roiheads.py └── solo │ ├── base_rcnn_fpn.py │ ├── demo_r50_btk.py │ ├── demo_r50_btk_photoz.py │ ├── demo_swin_btk.py │ ├── shear.py │ ├── toy_model_r50.py │ ├── wl_test.py │ └── yacs_style_defaults.py ├── docs ├── DeepDISC_logo.png ├── Installation.rst ├── Makefile ├── Tutorials.rst ├── Tutorials │ ├── Configs.rst │ ├── Preprocessing.ipynb │ ├── README.md │ ├── data_loading.ipynb │ ├── predictions.ipynb │ └── training.ipynb ├── conf.py ├── index.rst └── requirements.txt ├── environment.yml ├── notebooks ├── demo_btk.ipynb ├── demo_btk_colab.ipynb └── demo_btk_redshift.ipynb ├── pyproject.toml ├── scripts ├── README.md └── run_model.py ├── src ├── .pylintrc └── deepdisc │ ├── __init__.py │ ├── astrodet │ ├── __init__.py │ ├── astrodet.py │ ├── colormap.py │ ├── detectron.py │ ├── scarlet_catalog.py │ ├── scarlet_nocatalog.py │ └── visualizer.py │ ├── data_format │ ├── __init__.py │ ├── annotation_functions │ │ ├── __init__.py │ │ ├── annotate_dc2.py │ │ ├── annotate_decam.py │ │ └── annotate_hsc.py │ ├── augment_image.py │ ├── conversions.py │ ├── file_io.py │ ├── image_readers.py │ └── register_data.py │ ├── inference │ ├── __init__.py │ ├── match_objects.py │ └── predictors.py │ ├── model │ ├── __init__.py │ ├── loaders.py │ ├── meta_arch.py │ └── models.py │ ├── preprocessing │ ├── __init__.py │ ├── detection.py │ ├── get_data.py │ └── process.py │ ├── training │ ├── __init__.py │ └── trainers.py │ └── utils │ ├── __init__.py │ └── parse_arguments.py └── tests ├── .pylintrc └── deepdisc ├── conftest.py ├── data_format ├── test_augment_image.py ├── test_file_io.py ├── test_flatten_data.py ├── test_image_readers.py └── test_register_data.py ├── preprocessing ├── __init__.py └── test_ground_truth_gen.py ├── test_data ├── dc2 │ ├── 3828_2,2_12_images.npy │ ├── 3829_5,3_27_images.npy │ ├── double_test.json │ ├── flattened_data_test.npy │ └── single_test.json ├── decam │ ├── img_g.fits │ ├── img_r.fits │ ├── img_z.fits │ └── small_mask.fits └── hsc │ ├── G-10054-0,2-c1_scarlet_img.fits │ ├── I-10054-0,2-c11_scarlet_img.fits │ ├── I-10054-0,2-c1_scarlet_img.fits │ ├── I-10054-0,2-c1_scarlet_segmask.fits │ ├── R-10054-0,2-c1_scarlet_img.fits │ ├── single_test.json │ └── sub_dir_test │ ├── I-10054-0,2-c1_scarlet_img.fits │ └── I-10054-0,2-c1_scarlet_segmask.fits └── utils └── test_parse_arguments.py 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