There are 4 repositories under road-network topic.
Fast shortest path calculations for Rust
Easy-to-build realistic roads in Unity. Foundation of any simcity game.
General Modeling Network Specification
The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"
Interface to OpenStreetMap (load maps, extract road connectivity, plot road network & find shortest path)
QuadTree Model for generating random road network
HiRoNEx: Historical road network extractor: A python tool for automatic, fully unsupervised extraction of historical road networks from historical maps.
Pure-python package for map matching
OSM XML file to road graph converter
Summary of Spatio-Temporal Representation Learning Models.
Mapas com os declives de uma rede viária
Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
BETA: Free, open-source automated road creation tool for Unity
Convert Shapefile to the Network and find number of shortest paths
A python script to demonstrate the usage of the "alpha model" for procedural generation of large-scale road networks
Using OSMnx, OSRM, and Google Maps Directions API with Python to calculate shortest, fastest, and traffic-based most-efficient routes for a set of origin and destination points
Map Matching (Snap to road functionality) done right using Valhalla's Meili
Traffic analysis using Automatic Number Plate Recognition (ANPR) cameras.
Graph Reasoned Multi-Scale Road Segmentation in Remote Sensing Imagery
Street Sense: Learning from Google Street View
SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023
This is an implementation of a traffic speed predicition model.
This project consists of implementations of several kNN algorithms for road networks (aka finding nearest points of interest) and the experimental framework to compare them from a research paper published in PVLDB 2016. You can use it to add new methods and/or queries or reproduce our experimental results.
Tackle the problem of traffic congestion by monitoring the traffic flow and congestion and providing useful traffic congestion related information
Graphast: an extensible framework for building applications on time-dependent networks
Given network and commodity information this tool computes a feasible multi-commodity flow over time.
PathWeaver is an API for creating path-networks like road- or traffic-networks. It offers method like computing shortest paths.
Employing geospatial analysis and Python programming, this project provides a comprehensive investigation into the accessibility and distribution of the electric vehicle (EV) charging infrastructure in Norway. We have devised a model that analyzes charging demand based on real traffic observations and compares with computed demand from chargers.
Using Lat Longs to map the pincode and extrapolating the road path between lat longs