Large-scale measurement of street interface transparency based on street view data and deep learning: A study of first-tier cities in China (Beijing, Shanghai, and Guangzhou)
Published 1 Feb 2026 · Added to radar 4 Nov 2026
Summary
Proposes a method to measure how transparent street-level building frontages are, at scale, using open street view images and deep learning in three Chinese megacities.
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Research question · key findings · methods · data · spatial scale