├── .dockerignore ├── .gitignore ├── LICENSE ├── README.md ├── cog.yaml ├── cog ├── download-weights.py ├── img_models.json └── predict.py ├── depth_anything ├── blocks.py ├── dpt.py └── util │ └── transform.py ├── examples ├── halle-berry.jpeg ├── poses │ └── ballet-pose.jpg └── result.jpg ├── feature_extractor └── preprocessor_config.json ├── ip_adapter ├── attention_processor.py ├── resampler.py └── utils.py ├── pipeline_stable_diffusion_xl_instantid_full.py ├── requirements.txt └── torchhub ├── README.md └── facebookresearch_dinov2_main ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MODEL_CARD.md ├── README.md ├── conda.yaml ├── dinov2 ├── __init__.py ├── 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 │ ├── 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 │ └── 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 │ └── 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