Pytorch下实现Unet对自己多类别数据集的语义分割

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资源介绍:

Unet通常应用到单类别的语义分割，经过调整后该代码适合于多类别的语义分割。对应博客：https://blog.csdn.net/brf_UCAS/article/details/112383722

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资源文件列表:

U-Net.zip 大约有57个文件

U-Net/demo.py 3.5KB
U-Net/
U-Net/curve/
U-Net/curve/loss.txt
U-Net/data/
U-Net/data/info.json 976B
U-Net/data/test.txt 800B
U-Net/dataloaders/
U-Net/dataloaders/__init__.py 1.83KB
U-Net/dataloaders/__pycache__/
U-Net/dataloaders/__pycache__/__init__.cpython-37.pyc 1.08KB
U-Net/dataloaders/__pycache__/custom_transforms.cpython-37.pyc 5.3KB
U-Net/dataloaders/__pycache__/utils.cpython-37.pyc 3.1KB
U-Net/dataloaders/custom_transforms.py 4.93KB
U-Net/dataloaders/datasets/
U-Net/dataloaders/datasets/__init__.py
U-Net/dataloaders/datasets/__pycache__/
U-Net/dataloaders/datasets/__pycache__/__init__.cpython-37.pyc 138B
U-Net/dataloaders/datasets/__pycache__/cityscapes.cpython-37.pyc 5.4KB
U-Net/dataloaders/datasets/__pycache__/coco.cpython-37.pyc 5.32KB
U-Net/dataloaders/datasets/__pycache__/combine_dbs.cpython-37.pyc 3.08KB
U-Net/dataloaders/datasets/__pycache__/pascal.cpython-37.pyc 4.28KB
U-Net/dataloaders/datasets/__pycache__/sbd.cpython-37.pyc 3.89KB
U-Net/dataloaders/datasets/cityscapes.py 5.24KB
U-Net/dataloaders/datasets/coco.py 5.58KB
U-Net/dataloaders/datasets/combine_dbs.py 3.23KB
U-Net/dataloaders/datasets/pascal.py 4.39KB
U-Net/dataloaders/utils.py 3.27KB
U-Net/modeling/
U-Net/modeling/__init__.py
U-Net/modeling/__pycache__/
U-Net/modeling/__pycache__/__init__.cpython-37.pyc 126B
U-Net/modeling/__pycache__/aspp.cpython-37.pyc 3.19KB
U-Net/modeling/__pycache__/decoder.cpython-37.pyc 1.99KB
U-Net/modeling/__pycache__/deeplab.cpython-37.pyc 2.65KB
U-Net/modeling/__pycache__/extractors.cpython-37.pyc 11.11KB
U-Net/modeling/__pycache__/pspnet.cpython-37.pyc 3.5KB
U-Net/modeling/__pycache__/resnet.cpython-37.pyc 6.34KB
U-Net/modeling/__pycache__/resnet101.cpython-37.pyc 4.7KB
U-Net/modeling/__pycache__/unet.cpython-37.pyc 3.63KB
U-Net/modeling/unet.py 3.16KB
U-Net/mypath.py 497B
U-Net/train.py 12.18KB
U-Net/utils/
U-Net/utils/__pycache__/
U-Net/utils/__pycache__/calculate_weights.cpython-37.pyc 1007B
U-Net/utils/__pycache__/loss.cpython-37.pyc 1.84KB
U-Net/utils/__pycache__/lr_scheduler.cpython-37.pyc 2.18KB
U-Net/utils/__pycache__/metrics.cpython-37.pyc 2.16KB
U-Net/utils/__pycache__/saver.cpython-37.pyc 2.15KB
U-Net/utils/__pycache__/summaries.cpython-37.pyc 1.37KB
U-Net/utils/calculate_weights.py 985B
U-Net/utils/loss.py 1.89KB
U-Net/utils/lr_scheduler.py 2.91KB
U-Net/utils/metrics.py 1.78KB
U-Net/utils/saver.py 2.35KB
U-Net/utils/summaries.py 1.15KB