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Construction Floor Plan Symbol Rocgnition
Deep Learning + Computer Vision
Research Project for Autodesk
Before :
Digitalized floor plans are often scanned from paper floor plans. To make them useful for modification, information such as the symbols for plugs, switches, and lighting positions needs to be annotated. However, for an old building with 10 floors and hundreds of units, manually annotating all these symbols is a time-consuming and repetitive task for architects and interior designers.
After :
The AI-powered floor plan annotator is designed specifically for this task. It simultaneously identifies all types of symbols as soon as the digital floor plan is uploaded to the system, tremendously simplifying the work for architects and interior designers. Moreover, the AI annotator can learn to recognize new symbols and understand that different symbols can sometimes refer to the same object. This adaptability allows users to continually update and expand the AI annotator's knowledge, enabling it to handle the ever-evolving demands of their work.


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