├── DINO_Mix.py ├── LICENSE ├── README.md ├── aggregators ├── __init__.py ├── convap.py ├── cosplace.py ├── gem.py └── mixvpr.py ├── dataloaders ├── CrossSeasonDataset.py ├── EssexDataset.py ├── GSVCitiesDataloader.py ├── GSVCitiesDataset.py ├── InriaDataset.py ├── MapillaryDataset.py ├── NordlandDataset.py ├── PittsburgDataset.py ├── PittsburghDataset.py └── SpedDataset.py ├── eval_files ├── commons.py ├── datasets_ws.py ├── parser_set_eval.py ├── test.py └── util.py ├── grad_cam ├── README.md ├── crop_picture.py ├── main_cnn_convap.py ├── main_cnn_cosplace.py ├── main_cnn_mixvpr.py ├── main_dino_mix.py ├── main_swin.py ├── main_vit.py ├── swin_model.py ├── utils_.py └── vit_model.py ├── hubconf.py ├── hubconf_model_eval.py ├── image └── readme │ └── DINO-Mix to other methods.png ├── main.py ├── models ├── __init__.py ├── aggregators │ ├── __init__.py │ ├── convap.py │ ├── cosplace.py │ ├── gem.py │ └── mixvpr.py ├── backbones │ ├── DINOv2_self.py │ ├── __init__.py │ ├── efficientnet.py │ ├── facebookresearch_dinov2_main │ │ └── dinov2 │ │ │ ├── CODE_OF_CONDUCT.md │ │ │ ├── CONTRIBUTING.md │ │ │ ├── LICENSE │ │ │ ├── MODEL_CARD.md │ │ │ ├── README.md │ │ │ ├── conda.yaml │ │ │ ├── dinov2 │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ └── __init__.cpython-39.pyc │ │ │ ├── configs │ │ │ │ ├── __init__.py │ │ │ │ ├── eval │ │ │ │ │ ├── vitb14_pretrain.yaml │ │ │ │ │ ├── vitg14_pretrain.yaml │ │ │ │ │ ├── vitl14_pretrain.yaml │ │ │ │ │ └── vits14_pretrain.yaml │ │ │ │ ├── ssl_default_config.yaml │ │ │ │ └── train │ │ │ │ │ ├── vitg14.yaml │ │ │ │ │ ├── vitl14.yaml │ │ │ │ │ └── vitl16_short.yaml │ │ │ ├── data │ │ │ │ ├── __init__.py │ │ │ │ ├── adapters.py │ │ │ │ ├── augmentations.py │ │ │ │ ├── collate.py │ │ │ │ ├── datasets │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── decoders.py │ │ │ │ │ ├── extended.py │ │ │ │ │ ├── image_net.py │ │ │ │ │ └── image_net_22k.py │ │ │ │ ├── loaders.py │ │ │ │ ├── masking.py │ │ │ │ ├── samplers.py │ │ │ │ └── transforms.py │ │ │ ├── distributed │ │ │ │ └── __init__.py │ │ │ ├── eval │ │ │ │ ├── __init__.py │ │ │ │ ├── knn.py │ │ │ │ ├── linear.py │ │ │ │ ├── log_regression.py │ │ │ │ ├── metrics.py │ │ │ │ ├── setup.py │ │ │ │ └── utils.py │ │ │ ├── fsdp │ │ │ │ └── __init__.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── attention.cpython-39.pyc │ │ │ │ │ ├── block.cpython-39.pyc │ │ │ │ │ ├── dino_head.cpython-39.pyc │ │ │ │ │ ├── drop_path.cpython-39.pyc │ │ │ │ │ ├── layer_scale.cpython-39.pyc │ │ │ │ │ ├── mlp.cpython-39.pyc │ │ │ │ │ ├── patch_embed.cpython-39.pyc │ │ │ │ │ └── swiglu_ffn.cpython-39.pyc │ │ │ │ ├── attention.py │ │ │ │ ├── block.py │ │ │ │ ├── dino_head.py │ │ │ │ ├── drop_path.py │ │ │ │ ├── layer_scale.py │ │ │ │ ├── mlp.py │ │ │ │ ├── patch_embed.py │ │ │ │ └── swiglu_ffn.py │ │ │ ├── logging │ │ │ │ ├── __init__.py │ │ │ │ └── helpers.py │ │ │ ├── loss │ │ │ │ ├── __init__.py │ │ │ │ ├── dino_clstoken_loss.py │ │ │ │ ├── ibot_patch_loss.py │ │ │ │ └── koleo_loss.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ └── vision_transformer.cpython-39.pyc │ │ │ │ └── vision_transformer.py │ │ │ ├── run │ │ │ │ ├── __init__.py │ │ │ │ ├── eval │ │ │ │ │ ├── knn.py │ │ │ │ │ ├── linear.py │ │ │ │ │ └── log_regression.py │ │ │ │ ├── submit.py │ │ │ │ └── train │ │ │ │ │ └── train.py │ │ │ ├── train │ │ │ │ ├── __init__.py │ │ │ │ ├── ssl_meta_arch.py │ │ │ │ └── train.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── cluster.py │ │ │ │ ├── config.py │ │ │ │ ├── dtype.py │ │ │ │ ├── param_groups.py │ │ │ │ └── utils.py │ │ │ ├── hubconf.py │ │ │ ├── pyproject.toml │ │ │ ├── requirements-dev.txt │ │ │ ├── requirements.txt │ │ │ ├── scripts │ │ │ └── lint.sh │ │ │ ├── setup.cfg │ │ │ └── setup.py │ ├── resnet.py │ └── swin.py └── helper.py ├── requirements.txt ├── test_logs └── test_results │ └── 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