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abdomenct-1k

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

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesomecv

记录state-of-art计算机视觉相关论文。

breast-dbt-codes

Codes with regard to automatic detection of clustered microcalcifications in DBT volume.

chestimagingplatform

Chest Imaging Platform (CIP)

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

ctspine1k

A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

cucim

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

detectron-zznet

ZZNet in Detectron

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dtc

Semi-supervised Medical Image Segmentation through Dual-task Consistency

efficientsegmentation

Segmentation for medical image.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster-rcnn-pytorch

对Faster-RCNN代码进行整理和注释

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

medicaldataaugmentationtool

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.

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

monai

AI Toolkit for Healthcare Imaging

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

nnunet

semanticsegmentationsota

skelet3d

Skeletonize algorithm based on ITKThinningImageFilter3D

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

tianchi_spinalai_dection_competetion

readme.md

vedaseg

A semantic segmentation toolbox based on pytorch