Elcampeoncr7 / Smart-Traffic-Light-Management-System
Smart Traffic Light Management System employs SUMO and reinforcement learning to dynamically optimize signal timings, reducing congestion and enhancing traffic flow at San Jose downtown. Adapting to real-time patterns, the system efficiently minimizes delays, elevating the overall urban mobility experience
☆14Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for Smart-Traffic-Light-Management-System
- REALTIME EFFICIENT TRAFFIC MONITORING☆24Updated 3 years ago
- 🚗🚦 Introducing our Smart Adaptive Traffic Management System! 📷🧠 Using YOLO v8 object detection & CCTV cameras, we analyze real-time t…☆17Updated 5 months ago
- The name says everything...☆23Updated last year
- Smart Traffic Management System which changes window time of green light based on density of vehicles.☆14Updated 5 years ago
- Deals with an idea to Remove Traffic Congestion in metropolitan cities and maintain smooth flow of traffic thereby reducing Traffic Jams.☆19Updated 3 years ago
- This Adaptive Traffic Signal Timer uses live images from the cameras at traffic junctions for real-time traffic density calculation using…☆159Updated 2 years ago
- The name says everything...☆44Updated 3 years ago
- This is repository contains project about traffic light management system based on machine learning☆45Updated 3 years ago
- Final Year Project in Computer Vision that detects and reports traffic violations for safety purposes.☆37Updated last year
- Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-VisionWe have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian …☆191Updated 5 years ago
- This project is about the use of edge inference for counting number of cars from all directions on a traffic light to decide the red and …☆38Updated 3 years ago
- Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using …☆27Updated last month
- Traffic Management and Emergency Vehicle Detection using Decision Trees and OpenCV☆11Updated 4 years ago
- IDL course project: Traffic Accident Detection via Deep Learning.☆15Updated 3 years ago
- Computing the time to clear the intersection using Machine Learning , Image Processing and OpernCv in python☆13Updated 5 years ago
- We developed a system that leverages on YOLO Machine Learning Model for managing the traffic flow based on the vehicle density.☆40Updated 3 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆18Updated last year
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆35Updated 2 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆62Updated 4 years ago
- Smart Traffic Control System to analyze traffic patterns and determine best traffic light outputs☆10Updated 4 years ago
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆424Updated 7 months ago
- Using deep learning and computer vision(pytorch) to detect accidents on dashcam and report it to nearby emergency services with valid acc…☆13Updated 4 years ago
- Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way jun…☆18Updated last year
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆135Updated 5 years ago
- The traffic handling schemes that are in use today are fixed time allocated traffic signal which do not change on incoming traffic or fai…☆7Updated 3 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆144Updated 4 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆266Updated last year
- ☆27Updated last year
- A system and method for the prediction of vehicle traffic congestion on a given roadway within a region. In particular, the computer impl…☆41Updated last year
- Final design project for my engineering degree☆15Updated 4 years ago