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3d-cnn-segmentation

Applying 3D CNN for bio-medical images segmentation with 3D-Unet, Residual 3D-Unet and Recurrent Residual 3D-Unet (R2U3D) implemented in PyTorch.

3d-deformable-convolutions

A repository with a basic layer of 3D deformable receptive field for 3D VoxCNN and 3D VoxResNet

3d-waveunet

3d_pspnet

Pyramid Scene Parsing Network in 3D: improving semantic seg- mentation of point clouds with multi-scale contextual information

3dunet-pytorch

3DUNet implemented with pytorch

a4sm

Archive for Self-supervised learning in Medical images (A4SM).

aniformer

Source code of our BMVC 2021 paper: AniFormer: Data-driven 3D Animation with Transformer

attention-codebase

Implementation of various attention mechanisms

attention3d-codebase

Implementation of 3D attention mechanisms based on https://github.com/LeftAttention/Attention-Codebase. Thanks to LeftAttetnion for sharing the implementation of 2D attention mechanisms.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome_transformer_for_medical_image_analysis

Awesome_Transformer_for_medical_image_analysis

bone-cement-injection-planning

boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

brainsurfacetk

BrainSurfaceTK provides a suite of tools to apply Deep Learning techniques to brain surfaces and visualise the results in an easy to use Web Application.

brats

brats_segmentation-pytorch

3d unet + vae, repoduce brats2018 winner solution

cbim-medical-image-segmentation

compound-loss-pytorch

Compound loss for PyTorch

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

coronary-artery-tracking-via-3d-cnn-classification

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier')

cotr

[MICCAI2021] CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

dat

Repository of Vision Transformer with Deformable Attention (CVPR2022)

deep-learning-for-image-processing

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

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepviewagg

do-you-even-need-attention

Exploring whether attention is necessary for vision transformers

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

focusnet-v2

golang_logcollect

基于Golang的海量日志收集服务logCollect

golangfamily

【超全golang面试题合集+golang学习指南+golang知识图谱+入门成长路线】 一份涵盖大部分golang程序员所需要掌握的核心知识。常用第三方库(mysql,mq,es,redis等)+机器学习库+算法库+游戏库+开源框架+自然语言处理nlp库+网络库+视频库+微服务框架+视频教程+音频音乐库+图形图片库+物联网库+地理位置信息+嵌入式脚本库+编译器库+数据库+金融库+电子邮件库+电子书籍+分词+数据结构+设计模式+去html tag标签等+go学习+go面试+计算机网络基础+图解网络+操作系统面试题+数据库面试题+面试题合集