Experimental results with brightness and contrast enhancement, depicting predictions in orange and ground truth in green.
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posted on 2025-04-16, 17:30 authored by Panadda Kongsilp, Unchalisa Taetragool, Orawan Duangphakdee(A) A. mellifera model (Experiment 2), (B) A. cerana model (Experiment 5), (C) A. cerana model with TL (Experiment 8).
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minimal dataset sizemean average precisiondiv >< pcommunicate among thousandsproposed approach offersautomated behavior analysisapis mellifera apis cerana honey bees playenhance model performancemellifera cerana honey beeshighest performancebehavior recognitionbased approachyielding highvalidation setstransfer learningspecifically centeredquality resultspreviously trainedpollination servicesnatural ecosystemsmask revaluation metriccontrast enhancementcomputational time
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