Traffic Signal Optimization ML Frameworks

AI systems that dynamically manage traffic signals and flow using computer vision, machine learning, and real-time data analysis. Does NOT include general traffic prediction, ride-sharing optimization, or autonomous vehicle control.

There are 32 traffic signal optimization frameworks tracked. The highest-rated is FYP-ITMS/Intelligent-Traffic-Management-System-using-Machine-Learning at 44/100 with 64 stars.

Get all 32 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	FYP-ITMS/Intelligent-Traffic-Management-System-using-Machine-Learning We developed a system that leverages on YOLO Machine Learning Model for...	44	Emerging	64	Python
2	Bellspringsteen/OurCamera https://www.nytimes.com/2018/03/15/nyregion/bike-lane-blocked-new-york.html	42	Emerging	374	Python
3	SiddharthRiot/TrafficVision-AI AI-powered traffic management system using YOLO-based computer vision to...	29	Experimental	2	Python
4	joeaoregan/TUS-26-ETP-AI-Traffic-Optimisation Engineering Team Project: AI-Driven Predictive Traffic Flow Optimisation System	29	Experimental	3	HTML
5	yossidoctor/AI-Traffic-Lights-Controller Using reinforcement learning and genetic algorithms to improve traffic flow...	25	Experimental	28	Python
6	Arup3201/SmartFlow-Traffic-Manager An intelligent traffic management system to guide traffic authorities...	25	Experimental	5	HTML
7	saraivacode/AIMS Framework for classifying how network slicing policies impact Intelligent...	24	Experimental	2	Python
8	COS301-SE-2025/Traffic-Guardian Traffic Guardian is an innovative solution designed to enhance road safety...	23	Experimental	5	TypeScript
9	harivanshx/Suraksha-AI-Traffic-Management-System An intelligent traffic control system that uses AI and computer vision to...	21	Experimental	—	Jupyter Notebook
10	Team-CodeClan/GPS-Toll-based-System-simulation GPS-based toll calculation is a system that uses Global Positioning System...	20	Experimental	6	Python
11	rChimisso/2WSI-RL Study on the application of reinforcement learning to the management of a...	20	Experimental	13	Python
12	Abp0101/FlowLLM AI-powered traffic light optimization using a locally-run LLM — beats...	19	Experimental	—	Python
13	harshnarasimhan/cosmos-adaptive-safety-oracle Real-time adaptive learning system for autonomous vehicles using NVIDIA...	19	Experimental	—	—
14	AabuYousufRaj1552/Predicting-Real-Time-Traffic-and-Congestion-Hotspots-in-Dhaka-City A machine learning research project analyzing traffic patterns in Dhaka City...	19	Experimental	—	Jupyter Notebook
15	SadeemAlBoqami/Road-Safety-and-Traffic-Diagnostics-Assisted-by-AI-Phase1 Real-time Proactive Driving Assistant capable of predicting collision risks...	19	Experimental	—	Python
16	Jettgal09/rl-traffic-control Reinforcement Learning based adaptive traffic signal control system using...	15	Experimental	1	Python
17	mack94/urban-traffic-monitoring-application Application for monitoring urban traffic.	15	Experimental	2	Java
18	vaishnavi-git1205/traffic-managemt-ai-project AI-based traffic management system using Python and machine learning to...	14	Experimental	—	—
19	PoCInnovation/Underflow With underflow, create trafic light clusters that interact together to...	14	Experimental	13	Python
20	fadycr7/TrafficMiner 🚦 Analyze and visualize traffic data effortlessly with TrafficMiner, your...	14	Experimental	—	Python
21	COS30019-IntroductiontoAI/Traffic-based-Route-Guidance-System A machine learning route guidance system that leverages deep learning...	14	Experimental	—	Python
22	jeroenvanriel/traffic-scheduling My final Master's thesis project on autonomous intersection coordination	14	Experimental	—	Jupyter Notebook
23	FTS18/AI-Traffic-Management-System AI-based traffic signal optimization simulation using computer vision and...	14	Experimental	—	TypeScript
24	nirmal-25/Advanced-Driver-Assistance-Systems-ADAS A deep learning approach to traffic lights/signs detection and car distance...	14	Experimental	10	Jupyter Notebook
25	rdulmina/Traffic-Control-Reinforcement-Learing-Agent Deep Reinforcement Learning Agent to control traffic light providing...	13	Experimental	10	Jupyter Notebook
26	Priyanksolanki9853/SafeRoute-AI 🛡️ SafeRoute AI: Prioritizing Survival Over Speed. An AI-powered navigation...	12	Experimental	1	HTML
27	NhatGiaHuyT/traffic-redirection-system Smart Traffic Redirection System: A data-driven solution leveraging...	12	Experimental	1	TeX
28	Harsh2o/Traffic-Management-system-Ai AI-based Traffic Management System using YOLOv8 and OpenCV for real-time...	11	Experimental	—	HTML
29	afridpasha/TRAFFIC-OPTIMIZATION Optimize Urban Traffic Seamlessly! Harness advanced algorithms and real-time...	11	Experimental	—	—
30	Namith-19/Road_assistant This project is a light weight implementation of ADAS like features. This...	11	Experimental	—	Jupyter Notebook
31	galiihajiip/sigap-ai AI-powered smart traffic management platform with real-time monitoring,...	11	Experimental	—	JavaScript
32	Ruchit-Gaurh/AI-Traffic-Management-System 🚦 Next-generation AI Traffic Management System with real-time computer...	10	Experimental	4	Python

Comparisons in this category

Intelligent-Traffic-Management-System-using-Machine-Learning and TrafficVision-AI (44 vs 29)