[D] Are there any good 3rd party image segmentation/ object detection frameworks besides Tensorflow and Pytorch?

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  • pytorch-deeplabv3plus-3D

    Deeplabv3 plus 3D version (in pytorch)

  • But I also don't see why it would be necessary, since PyTorch includes everything you need to build a model that handles 3D data. You can use Conv3d or something more exotic like axial attention. Here is a 3D segmentation model that is probably better than U-Net derivatives.

  • mmdetection

    OpenMMLab Detection Toolbox and Benchmark

  • At least with Pytorch, it is trivial to Frankenstein things and just borrow whatever components you want from other repos. If you do want to look at a framework, I think MMDet is probably the only one that is actually used by some researchers to publish their own work: https://github.com/open-mmlab/mmdetection

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