There are 2 repositories under traffic-flow topic.
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis.
This repository contains software for multi-agent simulation model of mixed traffic flow of connected (HVs) and automated vehicles (AVs) in Python using pygame, matplotlib, numpy, scipy and seaborn libraries. The software is capable of simulating many different cases of traffic flow and creates data files and figures for the purpose of analysis. Currently I am working on making the front end of the software more user friendly for potential commercialization.
Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.
Implementation of a multi-agent system for the modeling of carpooling in a city with one-way streets. Used Python and the Mesa package for multi-agent modeling.
Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions
Connected & Automated Vehicles (CAV) Traffic Simulator created using Python and ChatGPT.
My academic project :- optimization of green signal timings of traffic light controllers using firefly algorithm
sharing traffic data for our research direction, there have traffic speed, flow, incident, etc,.
interactive demonstration of fundamentals of traffic flow and simulation on the web
Repository for degree project: "Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data". Conducted at Research Institutes of Sweden (RISE).
Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)
Computational Transportation Science (CTS) resources for everyone!
Simulation for superblocks urbanism model.
Optimizing traffic signals based on Cell Transmission Model
Система моделирования работы автозаправочной станции. Система моделирования работы газовоздушного тракта котельной. Плагин коричневых знаков для ГИС
SocialMeta 2023 Workshop Paper: Network Traffic in the Metaverse: The Case of Social VR
Central repository for work related to Master's thesis research
Ambient Sensorization Techniques to monitor the traffic flow in Braga
Flow traffic data for several congestion events occurring in the region of Tyne and Wear in the year of 2018.
Zastosowanie równań różniczkowych do modelowania korków drogowych. Dopasowanie stworzonych modeli do rzeczywistego skrzyżowania.
MonFlow: A software to monitor traffic flow, during COVID-19, through surveillance cameras
An AI Pipeline which can be run on Jetson, which detects the numberplate from the incoming vehicles and stores the vehicle number to a database
R package for exploring and modelling traffic flows on road networks equipped with ANPR traffic cameras