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基于SSD算法的老舊建筑墻面裂縫識(shí)別

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摘  要:老舊建筑物墻面裂縫識(shí)別是實(shí)現(xiàn)敏感工程環(huán)境中建筑物實(shí)時(shí)監(jiān)測(cè)與及時(shí)保護(hù)的關(guān)鍵技術(shù)措施。該文介紹SSD算法的特點(diǎn)及其在墻面裂縫識(shí)別上的應(yīng)用,通過(guò)實(shí)際帶裂縫墻面照片實(shí)例展示識(shí)別效果,探討模型超參數(shù)對(duì)識(shí)別效果的影響。結(jié)果表明,SSD算法適合墻面裂縫識(shí)別,識(shí)別的位置準(zhǔn)確。

關(guān)鍵詞:老舊建筑物;墻面裂縫;目標(biāo)識(shí)別;SSD算法;模型參數(shù)

中圖分類號(hào):TU746.3      文獻(xiàn)標(biāo)志碼:A          文章編號(hào):2095-2945(2023)28-0036-04

Abstract: The identification of wall cracks in old buildings is a key technical measure to realize real-time monitoring and timely protection of buildings in sensitive engineering environment. This paper introduces the characteristics of SSD algorithm and its application in the identification of wall cracks, shows the recognition effect through an actual example of wall photos with cracks, and discusses the influence of model super parameters on the recognition effect. The results show that SSD algorithm is suitable for wall crack recognition and the location of recognition is accurate.

Keywords: old buildings; wall cracks; target recognition; SSD algorithm; model parameters

我國(guó)城市中現(xiàn)存大量磚結(jié)構(gòu)文物和舊建筑物。(剩余4194字)

目錄
monitor