Comparison of the detection precision of various mainstream models for various objects in the validation dataset.

<p>Comparison of the detection precision of various mainstream models for various objects in the validation dataset.</p>

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Bibliographic Details
Main Author:	Wenhao Ren (2561731) (author)
Other Authors:	Zuowei Zhong (21300382) (author)
Published:	2025
Subjects:	Biochemistry Biotechnology Sociology Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> developing varying crack sizes irregular convolution operations hierarchical backbone network handle complex backgrounds global contextual information ensuring structural integrity benchmark dataset demonstrate reducing computational overhead optimizes feature extraction automatic crack detection model &# 8217 novel lightweight approach detecting building cracks proposed approach novel integration feature fusion computational complexity building structures accuracy detection model achieves baseline model detecting micro study introduces results highlight precise localization practical applicability integrating local experimental results convolutional module available datasets attention mechanisms attention mechanism accurate algorithm
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