# 基于深度学习的肺部病变检测
## 数据集
该数据集从Github中下载,地址连接https://github.com/swethasubramanian/LungCancerDetection。该数据来自于肺图像数据库联合会和传染病研究所(LIDC/IDRI)的LUNA16数据集。LUNA16数据集由888张不同的肺部扫描图,并且每张扫描图都附有标签,标注了患有疾病的坐标。而在该系统所才有的从Github下载的数据集中,将原数据集根据标注将原来的512 x 512的CT图切割成50 x 50的图片。
## 技术
1. GUI框架PYQT5
2. 深度学习框架 pytorch
### 训练
### 模型结构:
![改进后](D:\Personal\本科毕设\毕业论文&参考文献\图\改进后.png)
### loss:
![LOSS](D:\Personal\本科毕设\毕业论文&参考文献\图\LOSS.png)
## 功能
### 1. 界面
![界面](D:\Personal\本科毕设\毕业论文&参考文献\图\2020-03-24 21-07-33屏幕截图\界面.png)
### 2. 检测
输入图片检测阴阳性
![pic](D:\Personal\本科毕设\毕业论文&参考文献\图\pic.png)
### 3.生成病例
![报告](D:\Personal\本科毕设\毕业论文&参考文献\图\2020-03-24 21-07-33屏幕截图\报告.png)
### 4. 启动
python index.py
## 问题
1. 无法打包?
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温馨提示
【资源说明】 毕业设计 基于Python+LeNet-5的肺部检测源码+部署文档+全部数据资料(优秀项目).zip毕业设计 基于Python+LeNet-5的肺部检测源码+部署文档+全部数据资料(优秀项目).zip毕业设计 基于Python+LeNet-5的肺部检测源码+部署文档+全部数据资料(优秀项目).zip 【备注】 1、该项目是个人高分毕业设计项目源码,已获导师指导认可通过,答辩评审分达到95分 2、该资源内项目代码都经过测试运行成功,功能ok的情况下才上传的,请放心下载使用! 3、本项目适合计算机相关专业(如软件工程、计科、人工智能、通信工程、自动化、电子信息等)的在校学生、老师或者企业员工下载使用,也可作为毕业设计、课程设计、作业、项目初期立项演示等,当然也适合小白学习进阶。 4、如果基础还行,可以在此代码基础上进行修改,以实现其他功能,也可直接用于毕设、课设、作业等。 欢迎下载,沟通交流,互相学习,共同进步!
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