├── README.md ├── __init__.py ├── configs ├── NeuralTextures.yaml ├── cod-sam-vit-b.yaml ├── cod-sam-vit-h.yaml ├── cod-sam-vit-l.yaml └── demo.yaml ├── content.pdf ├── content.png ├── datasets ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── datasets.cpython-38.pyc │ ├── image_folder.cpython-38.pyc │ └── wrappers.cpython-38.pyc ├── datasets.py ├── image_folder.py └── wrappers.py ├── main_common.py ├── models ├── __init__.py ├── __pycache__ │ └── iou_loss.cpython-38.pyc ├── mmseg │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ └── version.cpython-38.pyc │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── class_names.py │ │ │ ├── eval_hooks.py │ │ │ └── metrics.py │ │ ├── seg │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── sampler │ │ │ │ ├── __init__.py │ │ │ │ ├── base_pixel_sampler.py │ │ │ │ └── ohem_pixel_sampler.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── misc.py │ ├── datasets │ │ ├── __init__.py │ │ ├── ade.py │ │ ├── builder.py │ │ ├── chase_db1.py │ │ ├── cityscapes.py │ │ ├── cocostuff.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── drive.py │ │ ├── hrf.py │ │ ├── mapillary.py │ │ ├── pascal_context.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── stare.py │ │ └── voc.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── builder.cpython-38.pyc │ │ ├── builder.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── accuracy.cpython-38.pyc │ │ │ │ ├── cross_entropy_loss.cpython-38.pyc │ │ │ │ ├── lovasz_loss.cpython-38.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── accuracy.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── lovasz_loss.py │ │ │ └── utils.py │ │ ├── sam │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── common.cpython-38.pyc │ │ │ │ ├── image_encoder.cpython-38.pyc │ │ │ │ ├── mask_decoder.cpython-38.pyc │ │ │ │ ├── prompt_encoder.cpython-38.pyc │ │ │ │ ├── sam.cpython-38.pyc │ │ │ │ └── transformer.cpython-38.pyc │ │ │ ├── common.py │ │ │ ├── image_encoder.py │ │ │ ├── mask_decoder.py │ │ │ ├── prompt_encoder.py │ │ │ ├── sam.py │ │ │ └── transformer.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── drop.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── norm.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ ├── self_attention_block.py │ │ │ └── up_conv_block.py │ ├── ops │ │ ├── __init__.py │ │ ├── encoding.py │ │ └── wrappers.py │ ├── utils │ │ ├── __init__.py │ │ ├── collect_env.py │ │ └── logger.py │ └── version.py └── models.py ├── requirements.txt ├── run.sh ├── sod_metric.py ├── test.py ├── tests.py ├── train.py └── utils.py /README.md: 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