zunzhumu

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.

pytorch-deform-conv-v2

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

dsc-mri-toolbox

Dynamic Susceptibility Contrast MRI toolbox - AIF selection, deconvolution and leakage correction

opendr

DeepGrabCut-PyTorch

Deep GrabCut in PyTorch

Intseg

Interactive Image Segmentation with Latent Diversity

FCTSFN

MetricInteractiveSegmentation

Learning pixelwise embeddings for interactive image segmentation

VTK-Qt

这个是VTK和Qt学习历程

homemade-machine-learning

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

dictionary_segmentation

Interactive Dictionary Segmentation Method

DCNv2

Deformable Convolutional Networks v2 with Pytorch

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

DeepLung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

AM-Softmax

This is an AM-Softmax tutorial and keras implementation.

infomax

extract features by maximizing mutual information

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

Adaptive_Affinity_Fields

Adaptive Affinity Fields for Semantic Segmentation

FROC

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

MorphGAC

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

Medical-image-registration

a project for developing registration tools with neural networks

learnopencv

Learn OpenCV : C++ and Python Examples

retina-unet

Retina blood vessel segmentation with a convolutional neural network

extension-cpp

C++ extensions in PyTorch

Nonrigid-registration-of-CT-lung-images

Very important medical image processing tool

PRM

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

arcface-pytorch

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习