# MedLab

**Repository Path**: Eason596/medlab

## Basic Information

- **Project Name**: MedLab
- **Description**: 用于医学图片分割的代码库
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: medailab-branch
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2023-05-16
- **Last Updated**: 2024-03-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: Python, Deep-learning, segmentation

## README

# MedLab使用文档

## 说明
__MedLab__ 目前支持医学图像分类、分割任务  
__注__: monai部分接口仅支持Linux系统
## 安装
1. 创建conda虚拟环境  
```shell
conda create -n medlab python=3.8 -y
conda activate medlab
```
2. pip install
```shell
pip install medlab
```
3. 安装依赖
```shell
med-init-env
```
4. 初始化配置文件
```shell
med-init-config
```
## 使用MedLab
* ### [分类任务示例](docs/zh_cn/classification_tutorials.md)
* ### [分割任务示例](docs/zh_cn/segmentation_tutorials.md)

## 资料
* [MONAI数据增强](https://docs.monai.io/en/stable/transforms.html#dictionary-transforms)
* [MMEngine配置文件](https://mmengine.readthedocs.io/zh_CN/latest/advanced_tutorials/config.html)
* [MMEngine注册器](https://mmengine.readthedocs.io/zh_CN/latest/advanced_tutorials/registry.html)
* [PyTorch Lightning](https://lightning.ai/docs/pytorch/latest/starter/introduction.html)