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Author

Giovanni Fusco

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Open access Mar 2026

UVLM: A Universal Vision-Language Model Loader for Reproducible Multimodal Benchmarking

Vision–Language Models (VLMs) have emerged as powerful tools for image understanding tasks, yet their practical deployment remains hindered by significant architectural heterogeneity across model families. This paper introduces UVLM (Unified Vision–Language Model), a pip-installable Python (v3.9+) package that provides...

Joan Perez, Giovanni Fusco · 0 citations
Review Aug 2026

From Street View Imagery to Street Quality Indicators: Vision Language Inference for the Suburban 15-minute City

This paper presents a planning-oriented assessment of streetscape qualities in the north-eastern periphery of Nice using the latest release of SAGAI (Streetscape Analysis with Generative AI), an open-source workflow that leverages vision-language models for large-scale streetscape analysis from Google Street View image...

Joan Perez, Giovanni Fusco · 0 citations

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