Popular GitHub Repositories for Roads

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)

We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.

Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.

ADAS Car - with Collision Avoidance System (CAS) - on Indian Roads using LIDAR-Camera Low-Level Sensor Fusion. DIY Gadget built with Raspberry Pi, RP LIDAR A1, Pi Cam V2, LED SHIM, NCS 2 and accessories like speaker, power bank etc

Computer Vision Guided Deep Learning Network & Machine Learning Techniques to build Fully-Functional Autonomous Vehicles

Repository of the paper Multimodal Detection of Unknown Objects on Roads for Autonomous Driving at IEEE SMC

A model to classify roads based on Kitti Data.

Distinguishing Urban Roads from Non-Road Regions in the Indian Driving Dataset(IDD) Using Binary Deep Learning Segmentation ?️

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)

The Vertical Axis Wind Turbine (VAWT) project is an innovative solution to harness wind energy generated by fast-moving trains and highway traffic. By installing vertical axis turbines alongside rail tracks and roads, this system can effectively convert kinetic wind energy into electricity

Sketch with generative cars on midnight roads.