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@Author: liuyangly1
@Date : 2021-07-07 23:33:43
@Blog : https://blog.csdn.net/liuyang_1106
@Github: https://github.com/liuyangly1
@Email : [email protected]
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[toc]
基于Opencv的车道线检测:
- 图像加载;
- 图像预处理:
- 图片灰度化,高斯滤波;
- Cany边缘检测;
- 感兴趣区域检测;
- 霍夫直线检测 ;
- 直线拟合;
- 车道线叠加;
- 图片和视频测试;
- 可视化界面pyqt5。
- python 3.x
- numpy
- matplotlib
- opencv-python
$ git clone [email protected]:liuyangly1/LaneDetectionV1.0.git
$ cd LaneDetectionV1.0
$ pip install -r requirements.txt
# 图片测试
$ python .\LaneDetectionV1.0.py -i ./Assets/1.jpg -o ./Assets/1_out.jpg
# 视频测试
$ python .\LaneDetectionV1.0.py -i ./Assets/project_video.mp4 -o ./Assets/project_video_out.mp4
- Todo:可视化界面