AbnerxzHe

Pytorch-Medical-Segmentation

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

pytorch_segmentation_tutorial

simple pytorch segmentation

ICHSeg

Awesome-AI-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

BCDU-Net

BCDU-Net : Medical Image Segmentation

blockstore

CE-Net

The manuscript has been accepted in TMI.

Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

CVPR2020-HAttMatting

Attention-Guided Hierarchical Structure Aggregation for Image Matting(CVPR2020)

deepbleed

3D Volumetric Intracerebral Hemorrhage Segmentation

faces-segmentation

An experimentation with HOG features for pixel-wise semantic segmentation of faces

Fast_Seg

This repo provides :zap: fast:zap: semantic segmentation models on CityScapes/Camvid DataSet by Pytorch

FCHarDNet

Fully Convolutional HarDNet for Segmentation in Pytorch

HiNet

Code for TMI 2020 "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

Interview

Interview = 简历指南 + LeetCode + Kaggle

Location-aware-Upsampling-for-Semantic-Segmentation

The Pytorch implementation of "Location-aware Upsampling for Semantic Segmentation" (LaU)

MedJournal-OpenSourcePapers

A collection of open-source papers in MedIA, TMI, TBME, MedPhy and Radiology since 2020.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

QT5-Image-and-video-processing-software

使用QT5+Opencv完成简单的图像处理及视频处理软件。图像处理包括：灰度化、均值滤波、边缘检测、伽马变换、旋转镜像、亮度调节、二值化、对比度，饱和度调节、色彩调节、图片保存、水印等。 视频处理包括：二值化、边缘检测、灰度化、平滑、局部马赛克、缩放等。 此外还进行了界面美化、中英翻译等。

recommendation

Recommendation System using ML and DL

SegLabel

Labeling tool for semantic segmentation task

SegLoss

A collection of loss functions for medical image segmentation

severstal-steel-defect-detection

Kaggle Segmentation Challenge

swiftnet

TGRNet-Surface-Defect-Segmentation

Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation

TinyWebServer

:fire: Linux下C++轻量级Web服务器

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.