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I3 Project


I3 Project: Automated Road Segmentation for Change Detection in Cologne
3902 words·19 mins
Abstract # Through growingly accessible computing power and frameworks, deep learning has emerged as a promising approach to automatically extract information from images, thereby saving time and resources. This project combines earth observation (EO) data analysis with deep learning to highlight changes in the city of Cologne’s road network between the years 1998 and 2019.