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kingmin/Streetscape-Representation

Streetscape Representation Research materials for Photographic representation sensitivity in multimodal streetscape auditing. The release contains source inventories for 739 Singapore, 150 Amsterdam and 150 Strasbourg panoramas, executable code, 40,423 formal model-output records, numerical analyses, four main and eleven supplementary scientific figures, and reproducible rule-validation modules. The Singapore application spans local Qwen3.5-122B, Qwen3.5-397B and GLM-4.6V… See the full description on the dataset page: https://huggingface.co/datasets/kingmin/Streetscape-Representation.

Author / organizationkingmin
License (as declared)cc-by-4.0
Downloads293 (as reported by Hugging Face)
Likes1
Created9 October 2026
Last updated at source13 October 2026
urban-analyticsstreetscapereproducibilitymultimodal
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