Using Flickr Data to Understand Image of Urban Public Spaces with a Deep Learning Model: A Case Study of the Haihe River in Tianjin

Using Flickr Data to Understand Image of Urban Public Spaces with a Deep Learning Model: A Case Study of the Haihe River in Tianjin

Understanding public perceptions of images of urban public spaces can guide efforts to improve urban vitality and spatial diversity. The rise of social media data and breakthroughs in deep learning frameworks for computer vision provide new opportunities for studying public perceptions in public spa...

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Bibliographic Details
Main Authors: Chenghao Yang, Tongtong Liu, Shengtian Zhang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
deep learning
image classification
urban public space
social media data
Flickr
Online Access:https://www.mdpi.com/2220-9964/11/10/497

Internet

https://www.mdpi.com/2220-9964/11/10/497

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