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Ensemble deep learning with image captioning for visual pollution detection, classification, and reporting

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With the rapid urban development and initiatives such as Saudi Vision 2030, efforts have been directed toward improving services and quality of life in Saudi cities. As a result, multiple environmental challenges have emerged, including visual pollution (VP), ... ...