├── .gitignore ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── data └── voc_train.txt ├── demo ├── assets │ ├── Inter-Regular.otf │ ├── stats.pth │ └── teaser.png ├── cat.jpg ├── davis-mallard-water │ ├── 00000.jpg │ ├── 00001.jpg │ ├── 00002.jpg │ ├── 00003.jpg │ ├── 00004.jpg │ ├── 00005.jpg │ ├── 00006.jpg │ ├── 00007.jpg │ ├── 00008.jpg │ ├── 00009.jpg │ ├── 00010.jpg │ ├── 00011.jpg │ ├── 00012.jpg │ ├── 00013.jpg │ ├── 00014.jpg │ ├── 00015.jpg │ ├── 00016.jpg │ ├── 00017.jpg │ ├── 00018.jpg │ ├── 00019.jpg │ ├── 00020.jpg │ ├── 00021.jpg │ ├── 00022.jpg │ ├── 00023.jpg │ ├── 00024.jpg │ ├── 00025.jpg │ ├── 00026.jpg │ ├── 00027.jpg │ ├── 00028.jpg │ ├── 00029.jpg │ ├── 00030.jpg │ ├── 00031.jpg │ ├── 00032.jpg │ ├── 00033.jpg │ ├── 00034.jpg │ ├── 00035.jpg │ ├── 00036.jpg │ ├── 00037.jpg │ ├── 00038.jpg │ ├── 00039.jpg │ ├── 00040.jpg │ ├── 00041.jpg │ ├── 00042.jpg │ ├── 00043.jpg │ ├── 00044.jpg │ ├── 00045.jpg │ ├── 00046.jpg │ ├── 00047.jpg │ ├── 00048.jpg │ ├── 00049.jpg │ ├── 00050.jpg │ ├── 00051.jpg │ ├── 00052.jpg │ ├── 00053.jpg │ ├── 00054.jpg │ ├── 00055.jpg │ ├── 00056.jpg │ ├── 00057.jpg │ ├── 00058.jpg │ ├── 00059.jpg │ ├── 00060.jpg │ ├── 00061.jpg │ ├── 00062.jpg │ ├── 00063.jpg │ ├── 00064.jpg │ ├── 00065.jpg │ ├── 00066.jpg │ ├── 00067.jpg │ ├── 00068.jpg │ ├── 00069.jpg │ ├── 00070.jpg │ ├── 00071.jpg │ ├── 00072.jpg │ ├── 00073.jpg │ ├── 00074.jpg │ ├── 00075.jpg │ ├── 00076.jpg │ ├── 00077.jpg │ ├── 00078.jpg │ └── 00079.jpg ├── demo_outputs │ ├── dinov2_base_cat.jpg │ ├── dinov2_base_puppy.jpg │ ├── dinov2_large_cat.jpg │ ├── dinov2_large_puppy.jpg │ ├── dinov2reg_base_cat.jpg │ └── dinov2reg_base_puppy.jpg └── puppy.jpg ├── dvt ├── dataset │ ├── __init__.py │ ├── paired_list_dataset.py │ ├── sampler.py │ ├── single_image_dataset.py │ └── transform.py ├── models │ ├── __init__.py │ ├── neural_feature_field.py │ ├── offline_denoiser.py │ ├── online_denoiser.py │ └── vit_wrapper.py └── utils │ ├── __init__.py │ ├── collect_results.py │ ├── format.sh │ ├── logging.py │ ├── misc.py │ └── visualization │ ├── __init__.py │ ├── annotation.py │ ├── colors.py │ ├── layout.py │ └── visualization_tools.py ├── evaluate_dense_tasks.py ├── evaluation ├── configs │ ├── vitb_ade20k_linear_config.py │ ├── vitb_nyu_linear_config.py │ ├── vitb_voc2012_linear_config.py │ ├── vitb_voc2012_vitdet_config.py │ └── vitb_voc2012_vitdet_pe_config.py ├── depth │ ├── __init__.py │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ └── evaluation │ │ │ ├── __init__.py │ │ │ ├── eval_hooks.py │ │ │ └── metrics.py │ ├── datasets │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── cityscapes.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── nyu.py │ │ └── pipelines │ │ │ ├── __init__.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ └── vision_transformer.py │ │ ├── builder.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ ├── decode_head.py │ │ │ ├── dpt_head.py │ │ │ └── linear_head.py │ │ ├── depther │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── encoder_decoder.py │ │ └── losses │ │ │ ├── __init__.py │ │ │ ├── gradientloss.py │ │ │ └── sigloss.py │ └── ops │ │ ├── __init__.py │ │ └── wrappers.py ├── eval_utils │ ├── __init__.py │ └── misc.py ├── segmentation │ ├── __init__.py │ ├── datasets │ │ ├── __init__.py │ │ ├── dataset_feature_wrapper.py │ │ └── pipelines │ │ │ ├── __init__.py │ │ │ ├── formatting.py │ │ │ ├── loading.py │ │ │ └── transforms.py │ ├── hooks │ │ ├── __init__.py │ │ └── optimizer.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ └── vision_transformer.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ └── linear_head.py │ │ └── segmentors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── encoder_decoder.py │ └── utils │ │ ├── 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