vinsimok

Perspective-Unet

[MICCAI2024] This repo holds the official code for work "Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields"

FFC

This is an official pytorch implementation of Fast Fourier Convolution.

DAEFormer

[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

ExplorerPatcher

This project aims to enhance the working environment on Windows

MusicFree

插件化、定制化、无广告的免费音乐播放器

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

MT-UNet

Official Code for *Mixed Transformer UNet for Medical Image Segmentation*

Clash-for-Windows_Chinese

clash for windows汉化版. 提供clash for windows的汉化版, 汉化补丁及汉化版安装程序

CS-Unet

first version

FLatten-Transformer

Official repository of FLatten Transformer (ICCV2023)

CASCADE

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

TokenMixers

MERIT

FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

ACDC2017

MICCAI ACDC 2017 Challenge

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

TransUNet

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

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

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...

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

MLP-Mixer-pytorch

Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision

deit

Official DeiT repository

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.