3d-mask-rcnn

There are 4 repositories under 3d-mask-rcnn topic.

MIC-DKFZ / 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.
detection retina-unet object-detection mask-rcnn 3d-models deep-learning retina-net deep-neural-networks segmentation semantic-segmentation u-net 3d-mask-rcnn 3d-object-detection medical-imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-deeplearning pytorch-cnn pytorch-implementation
Language:Python 1338
MIC-DKFZ / RegRCNN
This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.
detection object-detection mask-rcnn retinanet 3d-detection 3d-object-detection medical-image-processing medical-image-computing medical-image-analysis deep-learning pytorch-implementation regression-head lesion-detection non-maximum-suppression roialign 3d-mask-rcnn
Language:Python 51
arthur801031 / 3d-multi-resolution-rcnn
Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."
3d-instance-segmentation 3d-object-detection cerebral-microbleeds convolutional-neural-networks susceptibility-weighted-imaging 3d-mask-rcnn magnetic-resonance-imaging medical-imaging pytorch pytorch-implementation mmdetection maskrcnn faster-rcnn
Language:Python 25