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 27 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 27 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	Arup3201/SmartFlow-Traffic-Manager An intelligent traffic management system to guide traffic authorities...	32	Emerging	5	HTML
4	yossidoctor/AI-Traffic-Lights-Controller Using reinforcement learning and genetic algorithms to improve traffic flow...	32	Emerging	28	Python
5	saraivacode/AIMS Framework for classifying how network slicing policies impact Intelligent...	30	Emerging	2	Python
6	Team-CodeClan/GPS-Toll-based-System-simulation GPS-based toll calculation is a system that uses Global Positioning System...	27	Experimental	6	Python
7	rChimisso/2WSI-RL Study on the application of reinforcement learning to the management of a...	27	Experimental	13	Python
8	harivanshx/Suraksha-AI-Traffic-Management-System An intelligent traffic control system that uses AI and computer vision to...	23	Experimental	—	Jupyter Notebook
9	mack94/urban-traffic-monitoring-application Application for monitoring urban traffic.	22	Experimental	2	Java
10	PoCInnovation/Underflow With underflow, create trafic light clusters that interact together to...	21	Experimental	13	Python
11	AabuYousufRaj1552/Predicting-Real-Time-Traffic-and-Congestion-Hotspots-in-Dhaka-City A machine learning research project analyzing traffic patterns in Dhaka City...	21	Experimental	—	Jupyter Notebook
12	SadeemAlBoqami/Road-Safety-and-Traffic-Diagnostics-Assisted-by-AI-Phase1 Real-time Proactive Driving Assistant capable of predicting collision risks...	21	Experimental	—	Python
13	nirmal-25/Advanced-Driver-Assistance-Systems-ADAS A deep learning approach to traffic lights/signs detection and car distance...	21	Experimental	10	Jupyter Notebook
14	harshnarasimhan/cosmos-adaptive-safety-oracle Real-time adaptive learning system for autonomous vehicles using NVIDIA...	21	Experimental	—	—
15	rdulmina/Traffic-Control-Reinforcement-Learing-Agent Deep Reinforcement Learning Agent to control traffic light providing...	20	Experimental	10	Jupyter Notebook
16	NhatGiaHuyT/traffic-redirection-system Smart Traffic Redirection System: A data-driven solution leveraging...	19	Experimental	1	TeX
17	Jettgal09/rl-traffic-control Reinforcement Learning based adaptive traffic signal control system using...	17	Experimental	1	Python
18	vaishnavi-git1205/traffic-managemt-ai-project AI-based traffic management system using Python and machine learning to...	14	Experimental	—	—
19	COS30019-IntroductiontoAI/Traffic-based-Route-Guidance-System A machine learning route guidance system that leverages deep learning...	14	Experimental	—	Python
20	FTS18/AI-Traffic-Management-System AI-based traffic signal optimization simulation using computer vision and...	14	Experimental	—	TypeScript
21	jeroenvanriel/traffic-scheduling My final Master's thesis project on autonomous intersection coordination	14	Experimental	—	Jupyter Notebook
22	afridpasha/TRAFFIC-OPTIMIZATION Optimize Urban Traffic Seamlessly! Harness advanced algorithms and real-time...	13	Experimental	—	—
23	Ruchit-Gaurh/AI-Traffic-Management-System 🚦 Next-generation AI Traffic Management System with real-time computer...	12	Experimental	4	Python
24	alexniarchos/smart-traffic-lights This project is a part of my Master's thesis and aims to improve traffic...	11	Experimental	3	Python
25	laukl/traffic-light-dqn My MSc Applied AI and Data Science's final project	10	Experimental	2	Jupyter Notebook
26	jijeongwon/2023.12-Analyzing_Traffic_Congestion_on_Roads 도로 위의 교통 혼잡도를 분석하는 딥러닝 모델 개발	10	Experimental	1	—
27	shrisoundharyaa/Route_Rationalization Dynamic route rationalization model based on machine learning/AI would be...	10	Experimental	2	Vue