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81 stars written in Python
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为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

Python 69,557 8,389 Updated Sep 20, 2025

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Python 35,668 5,059 Updated Nov 6, 2025

You like pytorch? You like micrograd? You love tinygrad! ❤️

Python 30,538 3,711 Updated Nov 6, 2025

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

Python 25,692 8,241 Updated Jan 12, 2025

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Python 24,348 3,424 Updated Oct 28, 2025

Mamba SSM architecture

Python 16,334 1,479 Updated Oct 10, 2025

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

Python 15,381 2,190 Updated Jul 24, 2024

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

Python 11,026 1,800 Updated Oct 29, 2025

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Python 9,367 2,783 Updated Aug 13, 2024
Python 7,549 2,197 Updated Oct 23, 2025

AI Toolkit for Healthcare Imaging

Python 7,370 1,326 Updated Nov 6, 2025

Code release for ConvNeXt model

Python 6,178 725 Updated Jan 8, 2023

A collection of loss functions for medical image segmentation

Python 3,968 615 Updated Nov 1, 2023

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

Python 3,003 627 Updated Jun 30, 2023

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

Python 2,969 561 Updated Jul 26, 2024

✔️李沐 【动手学深度学习】课程学习笔记:使用pycharm编程,基于pytorch框架实现。

Python 2,900 502 Updated Sep 11, 2023

💻深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

Python 2,377 997 Updated Nov 22, 2020

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Python 2,197 350 Updated May 9, 2025

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

Python 2,194 409 Updated Mar 9, 2023

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Python 2,145 364 Updated Nov 28, 2022

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Python 2,124 664 Updated Nov 5, 2025

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Python 1,885 304 Updated Jul 25, 2024

Code release for ConvNeXt V2 model

Python 1,867 152 Updated Aug 14, 2024

Official implementation of PVT series

Python 1,865 254 Updated Oct 27, 2022

这是一个unet-pytorch的源码,可以训练自己的模型

Python 1,643 288 Updated May 17, 2024

A lightweight adapter bridges SAM with medical imaging [MedIA]

Python 1,231 114 Updated Sep 8, 2025

Implementations of recent research prototypes/demonstrations using MONAI.

Python 1,165 369 Updated Oct 6, 2025

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

Python 1,135 156 Updated Aug 2, 2023

An All-MLP solution for Vision, from Google AI

Python 1,049 110 Updated Jul 7, 2025
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