2024
DOI: 10.21203/rs.3.rs-4842499/v1
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Research on Symbol Recognition Method of Historical Buildings along the Chinese Eastern Railroad based on Improved YOLOv8s Technology Framework

Wenwen Liu,
Yuanyuan Ji,
Yongli Zheng
et al.

Abstract: Addressing the prevalent issue of target misdetection within existing algorithmic frameworks for architectural symbol recognition, such as the challenges posed by small-scale targets, compact distributions, and the multifaceted nature of architectural symbol categories, an enhanced YOLOv8s model tailored for architectural symbol recognition is introduced. This model integrates the DCNv3 module within the backbone network architecture, in conjunction with C2f, which augments the model's receptive field, mitigat… Show more

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