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Implement a two-stage approach where the first stage uses fast hashing to filter out clearly dissimilar images, and the second stage applies more detailed embedding analysis for the remaining candidates.

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: In Ship-Fire Net: An Improved YOLOv8 Algorithm for Ship Fire Detection , researchers used VSDIF version 8.3.0.1 to remove duplicate images from a web-crawled dataset, ensuring the quality of training data for fire detection models. Implement a two-stage approach where the first stage

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