# nuclear-segment

**Repository Path**: moyfbeta/nuclear-segment

## Basic Information

- **Project Name**: nuclear-segment
- **Description**: 使用yolo检测细胞核粗略位置并用传统方法分割细胞核mask的工具
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-09-27
- **Last Updated**: 2023-11-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 细胞核检测-分割

使用yolo-v5检测细胞核大致位置并用生长法获得精确segment的小项目

> 采用[Lizard dataset](https://www.kaggle.com/datasets/aadimator/lizard-dataset/)
> Graham, Simon, et al. "Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.

需要首先安装pytorch、skimage等包

运行getbox.py来获得结果