Rusullhu

voxelmorph

Unsupervised Learning for Image Registration

AIFoundation

AIFoundation 主要是指AI系统遇到大模型，从底层到上层如何系统级地支持大模型训练和推理，全栈的核心技术。

model-zoo

MONAI Model Zoo that hosts models in the MONAI Bundle format.

MONAI

AI Toolkit for Healthcare Imaging

U-Mamba

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Spine-Transformers

MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

Swin-Unet

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

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

paper-reading

深度学习经典、新论文逐段精读

Notes

个人笔记

llms-from-scratch-cn

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

llm-universe

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

Awesome-Unified-Context-dependent-Concept-Segmentation

The summary of code and paper for unified model towards context-dependent (CD) concept segmentation.

ChatTTS_colab

🚀 一键部署（含离线整合包）！基于 ChatTTS ，支持流式输出、音色抽卡、长音频生成和分角色朗读。简单易用，无需复杂安装。

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

nnUNet-Windows

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

CTSpine1K

A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

MemSAM

[CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.

MedSAM

Segment Anything in Medical Images

DUCK-Net

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

RCPS

official implementation of rectified contrastive pseudo supervision

SA-INR

An arbitrary-scale SR method for reducing MR slice spacing.

sTBI-GAN

Official implementation of CMIG paper "sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation"

PyWxDump

获取微信信息；读取数据库，本地查看聊天记录并导出为csv、html等格式用于AI训练，自动回复等。支持多账户信息获取，支持所有微信版本。