Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM

This paper proposes a multimodal machine learning framework using OpenAI's CLIP model to classify Emirati residential architecture. It integrates visual and textual features to achieve a classification accuracy of 98% across eight style clusters.