Kai tracks how Roman street shrines, the madonnelle, change across years of Google Street View imagery, counting devotional items with a vision model that runs on your own machine. The method applies to any fixed location where incremental street-level change matters.
python chrome-extension flask computer-vision research-tool digital-humanities cultural-heritage religious-studies rome change-detection privacy-first material-culture google-street-view manifest-v3 vision-language-model local-llm ollama longitudinal-study gemma3 madonnelle
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Updated
May 21, 2026 - Python