Research and development of algorithms for the formation of an effective ensemble of convolutional neural networks for image classification
Valerii Aleksandrovich Bondarenko,
Dmitrii Ivanovich Popov
Abstract:The object of the research is artificial neural networks (ANN) with convolutional architecture for image classification. The subject of the research is the study and development of algorithms for constructing ensembles of convolutional neural networks (SNS) in conditions of limited training sample. The aim of the study is to develop an algorithm for the formation of an effective model based on an ensemble of convolutional SNS using methods of averaging the results of each model, capable of avoiding overfitting… Show more
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