Improvements/alternatives to U-net for medical images segmentation?

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  • segmentation_models.pytorch

    Segmentation models with pretrained backbones. PyTorch.

  • SMP has a lot of different choices for architecture other than unet, and a ton of different encoders. I like deeplabv3+/unet with regnety encoder, works well for most things https://github.com/qubvel/segmentation_models.pytorch

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