Coffee has substantial economic value and is a key foreign exchange source for numerous nations including Indonesia Moreover it is a primary livelihood for many of the countrys farmers Recently there have been challenges in accurately predicting the quality of coffee beans primarily due to time inconsistency and imprecision issues Consequently this study delves into the application of regiongrowing segmentation and contentbased image retrieval CBIR t

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