Russell's starred repositories
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
MedicalSeg
3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...
Pytorch--3D-Medical-Images-Segmentation--SALMON
Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
CV_Interview
I hope this repo can help you a lot!
yolact-pytorch
这是一个yolact-pytorch的库，可用于训练自己的数据集
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
UNet-family
Paper and implementation of UNet-related model.
Pytorch-Medical-Classification
This repository is an unoffical PyTorch implementation of Medical classification in 2D and 3D.
Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Multiclass-Semantic-Segmentation-UNet_series-pytorch
Semantic-Segmentation-Multiclass_FCN_Unet_ResUnet(Multiclass)
UNet-pytorch
medical image semantic segmentation
abdominal-multi-organ-segmentation
abdominal multi-organ segmentation using pytorch
Semantic-segmentation
采用Pytorch的入门语义分割项目，支持的网络有Unet和Segnet；遥感语义分割；Unet；Segnet；Remote sensing semantic segmentation；
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
segmentation-learning-experiment
基于Pytorch框架的语义分割学习，FCN，UNet，DeepLab 基于VOC数据集。
PytorchNetHub
项目注释+论文复现+算法竞赛+Pytorch实践