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This chapter details methodologies for analyzing street view imagery to enhance understanding of urban environments.

March 8, 2026REGIONOpen Access

Street View Imagery Analysis in a Computational Notebook

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Chapter unveils urban elements from street view images using computer vision, suggesting insights for urban studies.

This chapter details methodologies for analyzing street view imagery to enhance understanding of urban environments.
Introduces downloading street view images via Google Places API
Employs computer vision techniques including deep convolutional neural networks
Applies image semantic segmentation to identify urban elements
Utilizes image classification techniques to categorize urban scenes
Calculates the Green View Index to demonstrate urban analysis capabilities.
Demonstrates how street view imagery aids in modeling the digital urban environment
Enhances understanding of urban landscapes
Offers insights for urban studies and geography.

Yuhao Kang (2026) studied this question.

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