Training and validation accuracy curve of 200 epochs for Adam with learning rate 0.001.
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posted on 2022-08-04, 17:52 authored by Sidratul Montaha, Sami Azam, A. K. M. Rakibul Haque Rafid, Sayma Islam, Pronab Ghosh, Mirjam JonkmanTraining and validation accuracy curve of 200 epochs for Adam with learning rate 0.001.
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performing ablation studieslightweighted network usingcomplex feature characteristicsdata augmentation processesmedical image analysisoverall training timeaddressing training timespace complexity significantlylimited training datadeep learning modelclassify skin cancerachieve effective trainingeffective trainingspace complexitynoisy dataminimize timelimited amountlearning rateimage preprocessingcancer lesionsxlink ">various computershallow architecturescaling methodresearch corroboratespossible evenoptimizer adamlow contrasthigh degreefold crossexploring kclass resemblanceaided solutionsadds efficiency16485 images&# 8216
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