├── README.md ├── download_models.py ├── gd_configs └── grounding_dino_config.py ├── get_models.sh ├── groundingdino ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ └── __init__.cpython-312.pyc ├── config │ ├── GroundingDINO_SwinB_cfg.py │ ├── GroundingDINO_SwinT_OGC.py │ └── __init__.py ├── datasets │ ├── .ipynb_checkpoints │ │ └── transforms-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-312.pyc │ │ ├── transforms.cpython-310.pyc │ │ └── transforms.cpython-312.pyc │ ├── cocogrounding_eval.py │ └── transforms.py ├── models │ ├── GroundingDINO │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── bertwarper.cpython-310.pyc │ │ │ ├── bertwarper.cpython-312.pyc │ │ │ ├── fuse_modules.cpython-310.pyc │ │ │ ├── fuse_modules.cpython-312.pyc │ │ │ ├── groundingdino.cpython-310.pyc │ │ │ ├── groundingdino.cpython-312.pyc │ │ │ ├── ms_deform_attn.cpython-310.pyc │ │ │ ├── ms_deform_attn.cpython-312.pyc │ │ │ ├── transformer.cpython-310.pyc │ │ │ ├── transformer.cpython-312.pyc │ │ │ ├── transformer_vanilla.cpython-310.pyc │ │ │ ├── transformer_vanilla.cpython-312.pyc │ │ │ ├── utils.cpython-310.pyc │ │ │ └── utils.cpython-312.pyc │ │ ├── backbone │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-312.pyc │ │ │ │ ├── backbone.cpython-310.pyc │ │ │ │ ├── backbone.cpython-312.pyc │ │ │ │ ├── position_encoding.cpython-310.pyc │ │ │ │ ├── position_encoding.cpython-312.pyc │ │ │ │ ├── swin_transformer.cpython-310.pyc │ │ │ │ └── swin_transformer.cpython-312.pyc │ │ │ ├── backbone.py │ │ │ ├── position_encoding.py │ │ │ └── swin_transformer.py │ │ ├── bertwarper.py │ │ ├── csrc │ │ │ ├── MsDeformAttn │ │ │ │ ├── ms_deform_attn.h │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ ├── ms_deform_attn_cpu.h │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ ├── cuda_version.cu │ │ │ └── vision.cpp │ │ ├── fuse_modules.py │ │ ├── groundingdino.py │ │ ├── ms_deform_attn.py │ │ ├── transformer.py │ │ ├── transformer_vanilla.py │ │ └── utils.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-312.pyc │ │ ├── registry.cpython-310.pyc │ │ └── registry.cpython-312.pyc │ └── registry.py └── util │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-312.pyc │ ├── box_ops.cpython-310.pyc │ ├── box_ops.cpython-312.pyc │ ├── get_tokenlizer.cpython-310.pyc │ ├── get_tokenlizer.cpython-312.pyc │ ├── misc.cpython-310.pyc │ ├── misc.cpython-312.pyc │ ├── slconfig.cpython-310.pyc │ ├── slconfig.cpython-312.pyc │ ├── utils.cpython-310.pyc │ ├── utils.cpython-312.pyc │ ├── visualizer.cpython-310.pyc │ ├── visualizer.cpython-312.pyc │ ├── vl_utils.cpython-310.pyc │ └── vl_utils.cpython-312.pyc │ ├── box_ops.py │ ├── get_tokenlizer.py │ ├── inference.py │ ├── logger.py │ ├── misc.py │ ├── slconfig.py │ ├── slio.py │ ├── time_counter.py │ ├── utils.py │ ├── visualizer.py │ └── vl_utils.py ├── interface.py ├── mechanisms ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-312.pyc │ ├── segmentation_pipe.cpython-310.pyc │ └── segmentation_pipe.cpython-312.pyc └── segmentation_pipe.py ├── red_star.png ├── requirements.txt ├── sam2 ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-312.pyc │ ├── build_sam.cpython-312.pyc │ └── sam2_image_predictor.cpython-312.pyc ├── automatic_mask_generator.py ├── build_sam.py ├── csrc │ └── connected_components.cu ├── modeling │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-312.pyc │ │ ├── memory_attention.cpython-312.pyc │ │ ├── memory_encoder.cpython-312.pyc │ │ ├── position_encoding.cpython-312.pyc │ │ ├── sam2_base.cpython-312.pyc │ │ └── sam2_utils.cpython-312.pyc │ ├── backbones │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── hieradet.cpython-312.pyc │ │ │ ├── image_encoder.cpython-312.pyc │ │ │ └── utils.cpython-312.pyc │ │ ├── hieradet.py │ │ ├── image_encoder.py │ │ └── utils.py │ ├── memory_attention.py │ ├── memory_encoder.py │ ├── position_encoding.py │ ├── sam │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-312.pyc │ │ │ ├── mask_decoder.cpython-312.pyc │ │ │ ├── prompt_encoder.cpython-312.pyc │ │ │ └── transformer.cpython-312.pyc │ │ ├── mask_decoder.py │ │ ├── prompt_encoder.py │ │ └── transformer.py │ ├── sam2_base.py │ └── sam2_utils.py ├── sam2_image_predictor.py ├── sam2_video_predictor.py └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-312.pyc │ ├── misc.cpython-312.pyc │ └── transforms.cpython-312.pyc │ ├── amg.py │ ├── misc.py │ └── transforms.py ├── sam2_configs ├── __init__.py ├── __pycache__ │ └── __init__.cpython-312.pyc ├── sam2_hiera_b+.yaml ├── sam2_hiera_l.yaml ├── sam2_hiera_s.yaml └── 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