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euclidean-distance-transform-3d

Euclidean distance transform for multi-label 3D anisotropic images using marching parabolas.

extension-cpp

C++ extensions in PyTorch

fctsfn

froc

computes and plots a FROC - Free-response Receiver Operating Characteristic

git_learning

Git learning

handong1587.github.io

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

infomax

extract features by maximizing mutual information

interactive_segmentation_models

Literature Review for Interactive annotation/segmentation

intseg

Interactive Image Segmentation with Latent Diversity

kaggle-rsna-intracranial-hemorrhage

labelme

Image Annotation Tool with Python.

learnopencv

Learn OpenCV : C++ and Python Examples

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

maskrcnn.mxnet

Mask-RCNN implementation in MXNet

md-iqa

LEARNING MULTI-SCALE DISTRIBUTED IMAGE QUALITY ASSESSMENT WITH SEMI SUPERVISED LEARNING FOR LOW DOSE CT

medical-image-registration

a project for developing registration tools with neural networks

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.

metricinteractivesegmentation

Learning pixelwise embeddings for interactive image segmentation

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

morphgac

根据论文《A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces》实现了MorphGAC

mutual-information-dnns

An attempt to reproduce the results of: 'Opening the black box of Deep Neural Networks'

neighbor2neighbor

Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images

nndetection

nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.

nonrigid-registration-of-ct-lung-images

Very important medical image processing tool

opendr

pct

CT Perfusion Toolbox

prm

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN