Research


Global Streetscapes—A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics
ISPRS Journal of Photogrammetry and Remote Sensing

Microclimate Vision: Multimodal prediction of climatic parameters using street-level and satellite imagery
Sustainable Cities and Society

Polygonizer: An auto-regressive building delineator
International Conference on Learning Representations 2023 Workshop on Machine Learning for Remote Sensing

Learning to Generate 3D Representations of Building Roofs Using Single-View Aerial Imagery
ICASSP 2023 IEEE International Conference on Acoustics, Speech and Signal Processing

SolarDK: A high-resolution urban solar panel image classification and localization dataset
NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning

Deep learning for automatic railway maintenance
Intelligent quality assessment of railway switches and crossings