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deep-learning-with-pytorch-1.x

Deep Learning with PyTorch 1.x, published by Packt

dive-into-cv-pytorch

动手学CV-Pytorch版

fundus_review

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

hed

code for Holistically-Nested Edge Detection

l-seg

L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images

local-convergence-index-features

Python code implementation of Local Convergence Index Features for Microaneurysms Detection

mctrans

medical-transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch_practice

这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书

senet.pytorch

PyTorch implementation of SENet

swin-transformer-semantic-segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

vision

Datasets, Transforms and Models specific to Computer Vision