# Automatic Estimation for Visual Quality Changes of Street Space via Street-View Images and Multimodal Large Language Models

> Research article (IEEE Access, 2024) · cited 20× · AI/ML

**Wikidata**: [openalex:W4399310967](https://www.wikidata.org/wiki/openalex:W4399310967)  
**Source**: https://4ort.xyz/entity/automatic-estimation-for-visual-quality-changes-of-street-space-via-street-view-images-and-multimodal-large-language-mod