├── .gitignore ├── README.md ├── __init__.py ├── figs ├── goliath.jpg ├── overview.png └── qualitative.png ├── pyproject.toml ├── requirements.txt ├── scripts ├── __init__.py ├── eval │ ├── __init__.py │ ├── computational_cost │ │ ├── __init__.py │ │ └── complexity.py │ ├── depth │ │ ├── __init__.py │ │ ├── _make_navi_val_split.py │ │ ├── losses.py │ │ ├── navi.py │ │ ├── nyu.py │ │ └── probes.py │ ├── nyu.py │ ├── qualitative_eval.py │ └── segmentation │ │ ├── __init__.py │ │ ├── ade20k_linear_probe.py │ │ ├── cityscapes_linear_probe.py │ │ ├── pascal_linear_probe.py │ │ └── pascal_make_split.py └── train.py └── src ├── __init__.py └── brixel ├── __init__.py ├── dinov3_main ├── .docstr.yaml ├── .github │ └── workflows │ │ └── lint.yaml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.md ├── MODEL_CARD.md ├── README.md ├── __init__.py ├── conda.yaml ├── dinov3 │ ├── __init__.py │ ├── checkpointer │ │ ├── __init__.py │ │ └── checkpointer.py │ ├── configs │ │ ├── __init__.py │ │ ├── config.py │ │ ├── ssl_default_config.yaml │ │ └── train │ │ │ ├── dinov3_vit7b16_gram_anchor.yaml │ │ │ ├── dinov3_vit7b16_high_res_adapt.yaml │ │ │ ├── dinov3_vit7b16_pretrain.yaml │ │ │ ├── dinov3_vitl16_lvd1689m_distilled.yaml │ │ │ ├── multi_distillation_test.yaml │ │ │ ├── multidist_tests │ │ │ ├── vitb_p16.yaml │ │ │ └── vits_p16.yaml │ │ │ └── vitl_im1k_lin834.yaml │ ├── data │ │ ├── __init__.py │ │ ├── adapters.py │ │ ├── augmentations.py │ │ ├── collate.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ ├── ade20k.py │ │ │ ├── coco_captions.py │ │ │ ├── decoders.py │ │ │ ├── extended.py │ │ │ ├── image_net.py │ │ │ └── image_net_22k.py │ │ ├── loaders.py │ │ ├── masking.py │ │ ├── meta_loaders.py │ │ ├── samplers.py │ │ └── transforms.py │ ├── distributed │ │ ├── __init__.py │ │ ├── torch_distributed_primitives.py │ │ └── torch_distributed_wrapper.py │ ├── env │ │ └── __init__.py │ ├── eval │ │ ├── __init__.py │ │ ├── accumulators.py │ │ ├── data.py │ │ ├── dense │ │ │ ├── __init__.py │ │ │ └── depth │ │ │ │ ├── __init__.py │ │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── dpt_head.py │ │ │ │ ├── embed.py │ │ │ │ └── encoder.py │ │ │ │ └── utils.py │ │ ├── detection │ │ │ ├── __init__.py │ │ │ ├── config.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── backbone.py │ │ │ │ ├── detr.py │ │ │ │ ├── global_ape_decoder.py │ │ │ │ ├── global_rpe_decomp_decoder.py │ │ │ │ ├── position_encoding.py │ │ │ │ ├── transformer.py │ │ │ │ ├── transformer_encoder.py │ │ │ │ ├── utils.py │ │ │ │ └── windows.py │ │ │ └── util │ │ │ │ ├── __init__.py │ │ │ │ ├── box_ops.py │ │ │ │ └── misc.py │ │ ├── helpers.py │ │ ├── knn.py │ │ ├── linear.py │ │ ├── log_regression.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── classification.py │ │ │ └── imagenet_c.py │ │ ├── results.py │ │ ├── segmentation │ │ │ ├── __init__.py │ │ │ ├── inference.py │ │ │ └── models │ │ │ │ ├── __init__.py │ │ │ │ ├── backbone │ │ │ │ ├── __init__.py │ │ │ │ └── dinov3_adapter.py │ │ │ │ ├── heads │ │ │ │ ├── __init__.py │ │ │ │ ├── mask2former_head.py │ │ │ │ ├── mask2former_transformer_decoder.py │ │ │ │ └── pixel_decoder.py │ │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── batch_norm.py │ │ │ │ ├── ms_deform_attn.py │ │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── _ext_loader.py │ │ │ │ ├── functions │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ms_deform_attn_func.py │ │ │ │ ├── modules │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ms_deform_attn.py │ │ │ │ ├── setup.py │ │ │ │ ├── src │ │ │ │ │ ├── cpu │ │ │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ │ │ ├── cuda │ │ │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ │ │ ├── ms_deform_attn.h │ │ │ │ │ └── vision.cpp │ │ │ │ └── test.py │ │ │ │ ├── position_encoding.py │ │ │ │ └── transformer.py │ │ ├── setup.py │ │ ├── text │ │ │ ├── __init__.py │ │ │ ├── ac_comp_parallelize.py │ │ │ ├── build_dinotxt.py │ │ │ ├── clip_loss.py │ │ │ ├── configs │ │ │ │ ├── dinov3_vitl_text.yaml │ │ │ │ └── text_backbone.yaml │ │ │ ├── dinotxt_model.py │ │ │ ├── gram_loss.py │ │ │ ├── text_tower.py │ │ │ ├── text_transformer.py │ │ │ ├── tokenizer.py │ │ │ ├── train_dinotxt.py │ │ │ └── vision_tower.py │ │ └── utils.py │ ├── fsdp │ │ ├── __init__.py │ │ └── ac_compile_parallelize.py │ ├── hub │ │ ├── __init__.py │ │ ├── backbones.py │ │ ├── classifiers.py │ │ ├── depthers.py │ │ ├── detectors.py │ │ ├── dinotxt.py │ │ ├── segmentors.py │ │ └── utils.py │ ├── layers │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── block.py │ │ ├── dino_head.py │ │ ├── ffn_layers.py │ │ ├── fp8_linear.py │ │ ├── layer_scale.py │ │ ├── patch_embed.py │ │ ├── rms_norm.py │ │ ├── rope_position_encoding.py │ │ └── sparse_linear.py │ ├── logging │ │ ├── __init__.py │ │ └── helpers.py │ ├── loss │ │ ├── __init__.py │ │ ├── dino_clstoken_loss.py │ │ ├── gram_loss.py │ │ ├── ibot_patch_loss.py │ │ └── koleo_loss.py │ ├── models │ │ ├── __init__.py │ │ ├── convnext.py │ │ └── vision_transformer.py │ ├── run │ │ ├── __init__.py │ │ ├── init.py │ │ └── submit.py │ ├── thirdparty │ │ ├── CLIP │ │ │ ├── __init__.py │ │ │ └── clip │ │ │ │ ├── __init__.py │ │ │ │ └── simple_tokenizer.py │ │ └── __init__.py │ ├── train │ │ ├── __init__.py │ │ ├── cosine_lr_scheduler.py │ │ ├── multidist_meta_arch.py │ │ ├── param_groups.py │ │ ├── ssl_meta_arch.py │ │ └── train.py │ └── utils │ │ ├── __init__.py │ │ ├── cluster.py │ │ ├── custom_callable.py │ │ ├── dtype.py │ │ └── utils.py ├── hubconf.py ├── pyproject.toml ├── requirements-dev.txt ├── requirements.txt └── setup.py ├── models.py └── utils ├── Dataset.py ├── __init__.py ├── train_utils.py └── visualize_features.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexanderlappe/BRIXEL/HEAD/.gitignore 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