3D rcnn

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • 3d-multi-resolution-rcnn

    Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

  • Is this what you're looking for: https://github.com/arthur801031/3d-multi-resolution-rcnn

  • nnUNet

  • Not a "detection" but a "segmenting" CNN: https://github.com/MIC-DKFZ/nnunet

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  • medicaldetectiontoolkit

    The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

  • Checkout https://github.com/MIC-DKFZ/medicaldetectiontoolkit, they have a recent 3d rcnn implementation. Their paper is a good start on the topic. Also have a look at nnDetection from the same group, it might provide some more leads. Hth

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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