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MIC-DKFZ / medicaldetectiontoolkit

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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.

deep-neural-networks deep-learning detection inference medical-imaging segmentation object-detection medical-image-computing semantic-segmentation 3d-models medical-image-processing mask-rcnn u-net medical-image-analysis 2d-3d pytorch-cnn retina-net 3d-object-detection pytorch-implementation pytorch-deeplearning retina-unet 3d-mask-rcnn
  • Updated Jul 22, 2020
  • Python

open-mmlab / mmdetection3d

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Open

Roadmap of MMDetection3d

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hellock
hellock commented Jul 13, 2020

We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.

You can either:

  1. Suggest a new feature by leaving a comment.
  2. Vote for a feature request with 👍 or be against with 👎. (Remember that developers are busy and cannot respond to all feature requests, so vote for your most favorable one!)
  3. Tell us that you wo
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community help wanted good first issue

MIC-DKFZ / RegRCNN

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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.

deep-learning detection object-detection medical-image-computing medical-image-processing mask-rcnn medical-image-analysis retinanet non-maximum-suppression 3d-detection roialign 3d-object-detection pytorch-implementation 3d-mask-rcnn lesion-detection regression-head
  • Updated Apr 27, 2020
  • Python

s-mostafa-a / Luna16

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Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".

notebook paper jupyter-notebook pytorch medical-imaging yolo lung-cancer-detection data-augmentation augmentation medical-image-processing data-science-bowl-2017 lung-nodule-detection luna16 3d-object-detection 3d-unet ct-scan-images 3d-preprocessing dsb2017 nodule-net
  • Updated Aug 19, 2020
  • Jupyter Notebook

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