Popular GitHub Repositories for Urban Elements

The development repository for the deal.II finite element library

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with elements and extracting data quickly, precisely, and at scale. Includes REST API, Python and JavaScript SDKs, browser debugger.

LAYRA is a ready-to-use visual RAG system with a complete UI built with Next.js and FastAPI, preserving document layout, tables, paragraphs, and graphical elements without any structural fragmentation.

Sound Classification using Neural Networks

MatterSim: A deep learning atomistic model across elements, temperatures and pressures.

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"

Roach: End-to-End Urban Driving by Imitating a Reinforcement Learning Coach. ICCV 2021.

Real-time LIDAR-based Urban Road and Sidewalk detection for Autonomous Vehicles ?

Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning

[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving

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

Lego AI Parser is an open-source application that uses OpenAI to parse visible text of HTML elements.

An AI-powered storytelling video generator that takes user input as a story prompt, generates a story using OpenAI's GPT-3, creates images using OpenAI's DALL-E, adds voiceover using ElevenLabs API, and combines the elements into a video.

Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)

A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

[CVPR 2025] CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos

Web Agent is a state-of-the-art browser automation tool driven by advanced AI technologies. Designed for seamless navigation and task execution on the web, it intelligently interacts with dynamic web elements, performs searches, downloads files, and adapts to page changes.

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks