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README.md

U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference

Ronneberger O, Fischer P, Brox T. U-net: Convolutional networks for biomedical image segmentation[C]//International Conference on Medical image computing and computer-assisted intervention. Springer, Cham, 2015: 234-241.

Performance

Cityscapes

Model Backbone Resolution Training Iters Batch Size mIoU mIoU (flip) mIoU (ms+flip) Links
UNet - 1024x512 160000 4 65.00% 66.02% 66.89% model | log | vdl
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飞桨高性能图像分割开发套件，端到端完成从训练到部署的全流程图像分割应用。

https://github.com/PaddlePaddle/PaddleSeg

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