Enhancing the visual environment of urban coastal roads through deep learning analysis of street-view images: A perspective of aesthetic and distinctiveness

• Yu Zhang,

  Roles Conceptualization, Data curation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Xing Xiong ,

  Roles Methodology, Writing – review & editing

  * E-mail: xiongxing@njau.edu.cn

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

  https://orcid.org/0009-0008-5364-8982

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• Shanrui Yang,

  Roles Methodology, Visualization, Writing – review & editing

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Qinghai Zhang,

  Roles Supervision

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Minghong Chi,

  Roles Visualization

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Xiaoyu Wen,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Xinyu Zhang,

  Roles Methodology

  Affiliation Department of Landscape Architecture, Nanjing Agricultural University, Nanjing, China

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• Junwei Wang

  Roles Resources

  Affiliation Academy of Fine Arts, Jiangsu Second Normal University, Nanjing, China

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