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Research Article

An investigation of the visual features of urban street vitality using a convolutional neural network

Yi Qia School of Architecture and Urban Planning, Nanjing University, Nanjing, China;b Lancaster Environment Centre, Lancaster University, Lancaster, UKCorrespondence[email protected]
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Sonam Chodron Drolmaa School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information

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Xiang Zhanga School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information

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Jing Liangc Department of Planning and Landscape Design, Nanjing Branch, Huachengboyuan Engineering Technology Group, Nanjing, ChinaView further author information

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Haibing Jiangd School of Urban and Planning, Yancheng Teachers University, Yancheng, ChinaView further author information

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Jiangang Xua School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information

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Tianhua Nie School of Geography and Ocean Science, Nanjing University, Nanjing, ChinaView further author information