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 357 (0 this week)
Watchers 4 (0 this week)
Forks 79
License unknown
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RepositoryStats indexes 632,768 repositories, of these Kevinnan-teen/Intelligent-Traffic-Based-On-CV is ranked #122,548 (81st percentile) for total stargazers, and #365,773 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #21,263/129,079.

Kevinnan-teen/Intelligent-Traffic-Based-On-CV is also tagged with popular topics, for these it's ranked: python (#6,171/23413),  pytorch (#1,788/6216)

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Kevinnan-teen/Intelligent-Traffic-Based-On-CV has Github issues enabled, there are 5 open issues and 4 closed issues.

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

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updated: 2025-03-28 @ 09:29pm, id: 285622370 / R_kgDOEQZAYg