├── .gitignore ├── Segmentation.py ├── __pycache__ ├── Segmentation.cpython-37.pyc └── maskformer_train.cpython-37.pyc ├── ckpt └── readme.md ├── configs ├── Base-segmention.yaml ├── __pycache__ │ ├── config.cpython-310.pyc │ ├── config.cpython-37.pyc │ └── config.cpython-38.pyc ├── config.py ├── maskformer_ake150.yaml └── maskformer_nuimages.yaml ├── dataset ├── NuImages │ ├── __init__.py │ ├── color_map.py │ ├── nuimages.py │ └── utils.py ├── __pycache__ │ ├── aug_strategy.cpython-310.pyc │ ├── aug_strategy.cpython-37.pyc │ ├── aug_strategy.cpython-38.pyc │ ├── dataset.cpython-310.pyc │ ├── dataset.cpython-37.pyc │ └── dataset.cpython-38.pyc ├── aug_strategy.py ├── color150.mat ├── dataset.py ├── object150_info.csv ├── training.odgt ├── training_test.odgt ├── validation.odgt └── validation_test.odgt ├── logs ├── events.out.tfevents.1667269893.aba7f3490dda ├── events.out.tfevents.1667362471.aba7f3490dda ├── events.out.tfevents.1667381490.aba7f3490dda ├── events.out.tfevents.1667381541.aba7f3490dda └── events.out.tfevents.1667381760.aba7f3490dda ├── main.py ├── maskformer_train.py ├── modeling ├── MaskFormerModel.py ├── __init__.py ├── __pycache__ │ ├── MaskFormerModel.cpython-310.pyc │ ├── MaskFormerModel.cpython-37.pyc │ ├── MaskFormerModel.cpython-38.pyc │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-37.pyc │ └── __init__.cpython-38.pyc ├── backbone │ ├── __pycache__ │ │ ├── resnet.cpython-310.pyc │ │ ├── resnet.cpython-37.pyc │ │ ├── resnet.cpython-38.pyc │ │ └── resnet3D.cpython-37.pyc │ ├── resnet.py │ └── swin.py ├── pixel_decoder │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── msdeformattn.cpython-310.pyc │ │ ├── msdeformattn.cpython-37.pyc │ │ └── msdeformattn.cpython-38.pyc │ ├── msdeformattn.py │ └── ops │ │ ├── build │ │ └── lib.linux-x86_64-3.10 │ │ │ ├── functions │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn_func.py │ │ │ └── modules │ │ │ ├── __init__.py │ │ │ └── ms_deform_attn.py │ │ ├── functions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── ms_deform_attn_func.cpython-310.pyc │ │ │ ├── ms_deform_attn_func.cpython-37.pyc │ │ │ └── ms_deform_attn_func.cpython-38.pyc │ │ └── ms_deform_attn_func.py │ │ ├── make.sh │ │ ├── modules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── ms_deform_attn.cpython-310.pyc │ │ │ ├── ms_deform_attn.cpython-37.pyc │ │ │ └── ms_deform_attn.cpython-38.pyc │ │ └── 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 └── transformer_decoder │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── __init__.cpython-37.pyc │ ├── __init__.cpython-38.pyc │ ├── mask2former_transformer_decoder.cpython-310.pyc │ ├── mask2former_transformer_decoder.cpython-37.pyc │ ├── mask2former_transformer_decoder.cpython-38.pyc │ ├── maskformer_transformer_decoder.cpython-310.pyc │ ├── maskformer_transformer_decoder.cpython-37.pyc │ ├── maskformer_transformer_decoder.cpython-38.pyc │ ├── position_encoding.cpython-310.pyc │ ├── position_encoding.cpython-37.pyc │ ├── position_encoding.cpython-38.pyc │ ├── transformer.cpython-310.pyc │ ├── transformer.cpython-37.pyc │ └── transformer.cpython-38.pyc │ ├── mask2former_transformer_decoder.py │ ├── maskformer_transformer_decoder.py │ ├── position_encoding.py │ └── transformer.py ├── output ├── output.png └── traing.png ├── readme.md ├── requirements.txt ├── test ├── ADE_test_00000001.jpg ├── ADE_test_00000003.jpg ├── ADE_test_00000005.jpg └── ADE_test_00000018.jpg ├── test_time_augmentation.py └── utils ├── DataTools.py ├── DatasetAnalyzer.py ├── __init__.py ├── __pycache__ ├── __init__.cpython-310.pyc ├── __init__.cpython-37.pyc ├── __init__.cpython-38.pyc ├── criterion.cpython-310.pyc ├── criterion.cpython-37.pyc ├── criterion.cpython-38.pyc ├── matcher.cpython-310.pyc ├── matcher.cpython-37.pyc ├── matcher.cpython-38.pyc ├── misc.cpython-310.pyc ├── misc.cpython-37.pyc ├── misc.cpython-38.pyc ├── point_features.cpython-310.pyc ├── point_features.cpython-37.pyc ├── point_features.cpython-38.pyc ├── solver.cpython-37.pyc ├── solver.cpython-38.pyc ├── summary.cpython-310.pyc ├── summary.cpython-37.pyc └── summary.cpython-38.pyc ├── criterion.py ├── matcher.py ├── misc.py ├── point_features.py ├── solver.py └── summary.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pth 2 | -------------------------------------------------------------------------------- /Segmentation.py: 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