├── .gitignore ├── GroundingDINO ├── .asset │ ├── COCO.png │ ├── GD_GLIGEN.png │ ├── GD_SD.png │ ├── ODinW.png │ ├── arch.png │ ├── cats.png │ └── hero_figure.png ├── LICENSE ├── README.md ├── demo │ ├── gradio_app.py │ └── inference_on_a_image.py ├── groundingdino │ ├── __init__.py │ ├── config │ │ └── GroundingDINO_SwinT_OGC.py │ ├── datasets │ │ └── transforms.py │ ├── models │ │ ├── GroundingDINO │ │ │ ├── __init__.py │ │ │ ├── backbone │ │ │ │ ├── __init__.py │ │ │ │ ├── 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 │ │ └── registry.py │ ├── util │ │ ├── __init__.py │ │ ├── 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 │ └── version.py ├── requirements.txt └── setup.py ├── LICENSE ├── README.md ├── SAA ├── __init__.py ├── hybrid_prompts.py ├── model.py ├── modelinet.py └── prompts │ ├── general_prompts.py │ ├── ksdd2_parameters.py │ ├── mtd_parameters.py │ ├── mvtec_parameters.py │ └── visa_parameters.py ├── SAM ├── .flake8 ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── assets │ ├── masks1.png │ ├── masks2.jpg │ ├── model_diagram.png │ ├── notebook1.png │ └── notebook2.png ├── linter.sh ├── notebooks │ ├── automatic_mask_generator_example.ipynb │ ├── images │ │ ├── dog.jpg │ │ ├── groceries.jpg │ │ └── truck.jpg │ ├── onnx_model_example.ipynb │ └── predictor_example.ipynb ├── scripts │ ├── amg.py │ └── export_onnx_model.py ├── segment_anything │ ├── __init__.py │ ├── automatic_mask_generator.py │ ├── build_sam.py │ ├── modeling │ │ ├── __init__.py │ │ ├── common.py │ │ ├── image_encoder.py │ │ ├── mask_decoder.py │ │ ├── prompt_encoder.py │ │ ├── sam.py │ │ └── transformer.py │ ├── predictor.py │ └── utils │ │ ├── __init__.py │ │ ├── amg.py │ │ ├── onnx.py │ │ └── transforms.py ├── setup.cfg └── setup.py ├── app.py ├── assets ├── candle.JPG ├── capsule.JPG ├── carpet.png ├── demo_result.png ├── framework.png ├── qualitative_results.png └── results.png ├── datasets ├── __init__.py ├── dataset.py ├── ksdd2.py ├── mtd.py ├── mvtec.py ├── prepare_visa_public.py ├── seeds_mvtec │ ├── bottle │ │ └── selected_samples_per_run.txt │ ├── cable │ │ └── selected_samples_per_run.txt │ ├── capsule │ │ └── selected_samples_per_run.txt │ ├── carpet │ │ └── selected_samples_per_run.txt │ ├── grid │ │ └── selected_samples_per_run.txt │ ├── hazelnut │ │ └── selected_samples_per_run.txt │ ├── leather │ │ └── selected_samples_per_run.txt │ ├── metal_nut │ │ └── selected_samples_per_run.txt │ ├── pill │ │ └── selected_samples_per_run.txt │ ├── screw │ │ └── selected_samples_per_run.txt │ ├── tile │ │ └── selected_samples_per_run.txt │ ├── toothbrush │ │ └── selected_samples_per_run.txt │ ├── transistor │ │ └── selected_samples_per_run.txt │ ├── wood │ │ └── selected_samples_per_run.txt │ └── zipper │ │ └── selected_samples_per_run.txt ├── visa_challenge.py └── visa_public.py ├── demo.py ├── eval_SAA.py ├── install.sh ├── run_KSDD2.py ├── run_MTD.py ├── run_MVTec.py ├── run_VAND_workshop.py ├── run_VisA_public.py └── utils ├── __init__.py ├── csv_utils.py ├── eval_utils.py ├── metrics.py ├── training_utils.py └── visualization.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/caoyunkang/Segment-Any-Anomaly/HEAD/.gitignore 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