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Natalia Tomczyk

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Open access Sep 2026

Image‐based detection of structural elements in 2D steel hall floor plans for automated BIM modelling

This paper presents an approach for the detection of structural elements in 2D steel hall floor plans using deep learning techniques. The proposed framework employs YOLO‐based Convolutional Neural Networks to identify key components such as columns, structural grids, and foundation footings in engineering drawings. The...

Natalia Tomczyk, Anna Prokop, A. Borowiec et al. · 0 citations

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