Joecoss / Lane-detectionLinks
本项目针对传统车道线检测鲁棒性较差的现象,通过运用YOLOV7与DeepLabv3+的图像深度学习算法对特定数据集进行模型训练,开发了一款能调用车载摄像头来识别道路环境,并用语音告知驾驶员偏离车道,前方车距等驾驶信息偏离预警系统,辅助驾驶员更加安全高效的行驶。
☆59Updated 2 years ago
Alternatives and similar repositories for Lane-detection
Users that are interested in Lane-detection are comparing it to the libraries listed below
Sorting:
- 基于Opencv的车道线检测:1. 图像加载;2.图像预处理:图片灰度化,高斯滤波;3.Cany边缘检测;4.感兴趣区域检测;5.霍夫直线检测 ;6.直线拟合;7.车道线叠加;8.图片和视频测试;9.可视化界面pyqt5 (可选)。☆83Updated 3 years ago
- 使用yolov5与deepsort实现车辆目标跟踪与应用☆22Updated 2 years ago
- 👍车道线检测☆29Updated 5 years ago
- 使用Pyqt5搭建YOLO系列多线程目标检测系统☆62Updated 2 years ago
- 监控视角下车辆检测和测速☆21Updated 3 years ago
- This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognitio…☆217Updated last year
- PYQT5 Yolov5 python GUI☆30Updated 3 years ago
- 基于深度学习算法的垃圾检测系统(YOLOv5 + Flask + Vue)☆34Updated last year
- Pyqt搭建YOLOV5目标检测界面-第一次优化后的版本☆57Updated 2 years ago
- 使用OpenCV部署全景驾驶感知网络YOLOP,可同时处理交通目标检测、可驾驶区域分割、车道线检测,三项视觉感知任务,包含C++和Python两种版本的程序实现。本套程序只依赖opencv库就可以运行, 从而彻底摆脱对任何深度学习框架的依赖。☆294Updated 3 years ago
- yolov5 - deepsort 行人 车辆 跟踪 检测 计数☆42Updated 4 years ago
- 中山大学深度学习大作业——yolov5+lpr3+deepsort交通识别检测系统☆42Updated last year
- YOLOv5的7.0版本+pyqt5界面+人脸表情识别☆28Updated last year
- 人工智能大作业-无人机图像目标检测☆83Updated 4 years ago
- 基于 yolov5 和 PyQt5 开发工具搭建了实时违法检测区域入侵软件,支持自定义检测区域、多种对象检测以及事件信息统计。☆92Updated last year
- 基于驾驶员面部特征的疲劳检测系统☆15Updated 3 years ago
- yolov5+霍夫变换实现的车道线检测☆53Updated 2 years ago
- Pedestrian / vehicle tracking and counting system based on yolov5 and deepsort. 基于yolov5和deepsort的行人或车辆跟踪计数系统☆59Updated last year
- 通过目标检测算法检测和统计区域内的车辆与车位情况使用户能够提前获知车位情况以及对用户停车位置的引导,并能对实际车流量进行统计。☆27Updated 2 years ago
- 毕业设计:行人检测系统,pyqt + opencv☆49Updated 4 years ago
- 毕业设计——基于深度学习的电动自行车头盔佩戴检测系统☆146Updated 2 years ago
- Python基于OpenCV的视频车道线检测系统[源码&部署教程]☆12Updated last year
- 基于OpenPose与随机森林的驾驶员检测系统,包含姿态检测与疲劳检测☆41Updated 2 years ago
- 车辆检测、跟踪、计数☆16Updated 4 years ago
- 基于Yolov5的Vue前端目标检测和训练可视化系统☆76Updated 3 years ago
- 基于YOLOv8的多端车流检测系统(用于毕设+开源)☆86Updated last year
- 基于yolov5的高速公路及城市道路车辆视觉检测(CIAC比赛项目)☆30Updated last year
- 基于opencv dlib的疲劳驾驶检测系统☆81Updated 2 years ago
- This project utilizes PyQt5, YOLOv8, and TensorFlow for vehicle detection and identification, including speed monitoring and fine issuanc…☆100Updated 2 years ago
- The improved model for multi-object detection and lane line segmentation based on the YoloP model.☆14Updated 2 years ago