In the realm of computer vision, achieving accurate and efficient image retrieval has emerged as a crucial challenge. Advanced image retrieval algorithms leverage sophisticated techniques to classify images based on their visual content, enabling users to rapidly search for specific images. These algorithms often employ deep learning methods, such

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