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my_segmentation

编译

cd awesome-semantic-segmentation-pytorch/core/nn

python setup.py build develop

Backbone Method Basesize Epoch Segmodel pixACC mIOU
R-18 Clear_Img 480 60 Deeplabv3 95.993 91.002
R-18 Clear_Img+Rotation1.0 480 60 Deeplabv3 96.131 91.316
R-18 Clear_Img+Rotation0.5 480 60 Deeplabv3 96.483 92.016
R-18 Clear_Img+Rotation0.5+RandomColor0.5 480 60 Deeplabv3 96.839 92.335
R-18 Img 480 60 Deeplabv3 95.983 91.352
R-18 Img+Rotation0.5+RandomColor0.5 480 60 Deeplabv3 97.371 93.330
R-18 Img+Rotation0.5+RandomColor0.5 500 60 Deeplabv3 96.861 92.224
R-18 Img+Rotation0.5+RandomColor0.5 460 60 Deeplabv3 97.735 92.883
R-18 Img+Rotation0.5+RandomColor0.5 480 80 Deeplabv3 96.851 92.668
R-18 Img+Rotation0.5+RandomColor0.5 480 40 Deeplabv3 97.221 92.580

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