Kevinnan-teen / Intelligent-Traffic-Based-On-CV

本项目是基于计算机视觉的端到端交通路口智能监控系统.采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成.可将远端视频流通过rtmp协议传输到流媒体服务器,然后经过目标检测等一些列算法对视频进行分析,最后在本地客户端查看分析结果.项目主要用Python实现,流媒体服务器采用开源的SRS实时视频服务器搭建,GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别,同时还支持并发连接.客户端基于PyQt5进行开发.

Date Created 2020-08-06 (4 years ago)
Commits 36 (last one 2 years ago)
Stargazers 339 (0 this week)
Watchers 4 (0 this week)
Forks 75
License unknown
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RepositoryStats indexes 609,425 repositories, of these Kevinnan-teen/Intelligent-Traffic-Based-On-CV is ranked #124,461 (80th percentile) for total stargazers, and #380,911 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #21,402/122,950.

Kevinnan-teen/Intelligent-Traffic-Based-On-CV is also tagged with popular topics, for these it's ranked: python (#6,252/22740),  pytorch (#1,818/6096)

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Homepage URL: http://kevinnan.org.cn/

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updated: 2025-01-26 @ 06:55pm, id: 285622370 / R_kgDOEQZAYg