Joecoss / Lane-detection
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。
☆46Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Lane-detection
- 使用yolov5与deepsort实现车辆目标跟踪与应用☆18Updated 2 years ago
- 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)。☆71Updated 2 years ago
- Algorithm based on Yolo v5 to detect the front vehicles' distance☆46Updated 9 months 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。☆77Updated last year
- 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☆46Updated last year
- This YOLOv5🚀😊 GUI road sign system uses MySQL💽, PyQt5🎨, PyTorch, CSS🌈. It has modules for login🔑, YOLOv5 setup📋, sign recognitio…☆177Updated 6 months ago
- 基于深度学习的车牌识别GUI项目☆27Updated 2 years ago
- 监控视角下车辆检测和测速☆16Updated 2 years ago
- 中山大学深度学习大作业——yolov5+lpr3+deepsort交通识别检测系统☆34Updated last year
- 集yolov5、centernet、unet算法的pyqt5界面,可实现图片目标检测和语义分割☆142Updated 2 years ago
- 本项目利用深度学习(卷积神经网络)设计了一个基于深度学习的车牌检测识别系统,非常适合作为本科毕业论文的研究课题。该系统提供两种 检测方式:一种是对上传的图片进行车牌检测识别,另一种是通过视频流自动识别车牌和车牌信息。只需提供包含车牌的图片(无论位置或角度如何),系统即可标记…☆49Updated 5 months ago
- 车辆检测、跟踪、计数☆15Updated 3 years ago
- 基于Yolov5的Vue前端目标检测和训练可视化系统☆54Updated 2 years ago
- PYQT5 Yolov5 python GUI☆26Updated 2 years ago
- 本科个人目标检测毕设☆110Updated 10 months ago
- 使用yolov5训练自己数据集(详细过程)并通过flask部署☆37Updated 3 years ago
- 基于YOLOv5和PSPNet的实时目标检测和语义分割系统☆34Updated 2 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☆93Updated last year
- YOLO&Deepsort的车速&车流量检测系统(源码&部署教程)☆37Updated last year
- ☆26Updated 2 years ago
- Pyqt搭建YOLOV5目标检测界面-第一次优化后的版本☆53Updated 2 years ago
- 使用Pyqt5搭建YOLO系列多线程目标检测系统☆46Updated 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)☆20Updated 10 months ago
- This project utilizes PyQt5, YOLOv8, and TensorFlow for vehicle detection and identification, including speed monitoring and fine issuanc…☆65Updated last year
- 基于YOLOv8的多端车流检测系统(用于毕设+开源)☆59Updated last year
- This is a PyQt5 GUI program, which is based on YoloV5 and DeepSort to track person, and give a warning when someone comes to the "dangero…☆37Updated 3 years ago
- yolov5 - deepsort 行人 车辆 跟踪 检测 计数☆36Updated 3 years ago
- 基于opencv dlib的疲劳驾驶检测系统☆65Updated 2 years ago
- 毕业设计:行人检测系统,pyqt + opencv☆47Updated 3 years ago