Genetic algorithm for hyperparameter optimization.
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posted on 2025-04-29, 17:47 authored by Md. Shafak Shahriar Sozol, M. Rubaiyat Hossain Mondal, Achmad Husni ThamrinGenetic algorithm for hyperparameter optimization.
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including faster rhref =" mailtoexisting deep learningtraditional detection techniquesprovide visual explanationsproposed model achievedslow response timediv >< pactual fire hazardssmoke detection basedresearch combined yolov5smoke detectionmodel predictionsmodel optimizeduse smoketime monitoringtesting samplesstudy aimedsmoke imagesprovide realprospective scenariosoptimized yolov5indoor settingsindoor fireimproved accuracygenetic algorithmfuture developmentsfire progressionfalse positivesensuring safetyensuring interpretabilitydynamic naturecam techniqueart modelsalso used1 %,000 images
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