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abdomenct-1k

The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"

anatomysketch-software

A medical image segmentation software supporting user interventions and user-defined funtion extention

astra-toolbox

ASTRA Tomography Toolbox

cmake-examples

Useful CMake Examples

convnext

Code release for ConvNeXt model

cs61a-fall2020

CS61A at Berkeley Fall2020

cyclegan

cyclegan_zyd

darknet

YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

dodnet

[CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

gan-pytorch-implement

GANs implement by Pytorch

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

howtobeaprogrammer

A guide on how to be a Programmer - originally published by Robert L Read

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.

medimagesegmentation

mmdetection

Open MMLab Detection Toolbox with PyTorch

monai_swinunetr

AI Toolkit for Healthcare Imaging

nnformer

nnunet

notes-python

中文 Python 笔记

pcrl

official pytorch implementation of PCRL

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing