Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction

Tianyang Huang, Alessio Lombardi, Ahmed Elnagar +7

Information Extraction (IE) from Architecture, Engineering, and Construction (AEC) drawings remains hindered by manual inefficiency, while Layout Detection, a vital 'middleware' or…