Zhang Fan's repositories
Faster-RCNN-Pytorch
对Faster-RCNN代码进行整理和注释
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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。
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
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.
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.
Linear_Algebra_With_Python
Lecture Notes for Linear Algebra Featuring Python
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
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.
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
verse
Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020
what
Pytorch implementation of "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"