我们利用深度强化学习和先进的计算机视觉技术,为印度道路创建了智能交通信号灯。我们已经编写了脚本,用于使用 SUMO 作为部署所有强化学习模型的环境。

smart-traffic-signals 开源项目推荐(8 个)
smart-traffic-signals 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 全部 8
GitHub 共 8 个仓库,已全部展示OpenCV Video analysis for smart traffic signals
Smart Traffic Solutions for Traffic Congestion and Emissions Reduction Paper ♻️
INLIGHTS is a multithreaded traffic control system for managing signal flow at intersections using real-time simulations. Built in C on Linux, the project showcases OS-level concepts like system calls, thread generation, synchronization (Producer-Consumer), and pipelining to optimize vehicle movement and reduce congestion.
A program that can predict the weather by diagnosing images taken by it using artificial intelligence and give prior warning to the driver about the weather conditions on the road ahead.
Smart Traffic Management System
An intelligent two-way intersection system that adapts traffic light timing based on real-time vehicle detection using YOLOv8. The system supports both real video mode (with actual traffic footage) and simulation mode (synthetic traffic generation without video files).
Traffix focuses on developing smart traffic lights. Smart traffic lights are ones that adapt their timings and schedules based on the incoming traffic flow from the different lines of an intersection.
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 8 个项目;原始页面见 https://github.com/topics/smart-traffic-signals。
- 该话题在 GitHub 上共有 8 个仓库, 本站收录的是其中最热门的 8 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 8 个项目累计 221 Star,覆盖 2 种主要语言,数据更新于 2026-11-12。
- 中文介绍来自 GitHub 官方话题说明(github/explore)的机器翻译,可点「查看原文」对照;译文缺失时会先展示原文。