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Designing a Confidence-Aware AI Takeoff Pipeline for Construction Drawings

Construction takeoff looks like an object-detection problem until the first real drawing set arrives. Symbols overlap. Legends change between designers. Scanned sheets have noise and skew. The scale printed in the title block may not match the viewport. A schedule may contain equipment that never a…

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  1. 2026-10-27 19:18 · DEV Community — Machine Learning
    Designing a Confidence-Aware AI Takeoff Pipeline for Construction Drawings

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