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LLM-Integrated Semantic Deep Learning Framework for Automated Floor Plan Analysis, Estimation and Design Guidance

2026-05-27

Abstract excerpt

The rapid digitization of the real estate and architectural design industries has created a high demand for automated tools capable of parsing 2D raster floor plans. Traditional manual measurement and visual inspection are not only time-consuming but also highly susceptible to human error. In this paper, we propose a comprehensive, end-to-end deep learning framework designed to automatically extract rich semantic...

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Literature Corpus work: b168a2b5-b1b1-5c5a-95f6-d75331f07e59
DOI: 10.20944/preprints202605.1893.v1

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