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  3. Analysis of the basic problems of convolutional neural networks in image recognition problem solution

Analysis of the basic problems of convolutional neural networks in image recognition problem solution

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Annotation: The paper investigates the revealed problems in modern convolutional neural networks in the image recognition. It was carried out an analysis of basic principles and architectural components of convolutional networks. It was substantiated the necessity of creating a new type of routing between network layers instead of the existing pooling method.

Keywords: convolutional neural network deep learning image classification image recognition pooling layer агрегувальний шар глибинне навчання глубокое обучение згорткова нейронна мережа класифікація зображень классификация изображений распознавание изображений розпізнавання зображень свёрточная нейронная сеть слой субдискретизации
Categories: Information technology

Bibliographic description of the article for the citation:

. Analysis of the basic problems of convolutional neural networks in image recognition problem solution//Science online: International Scientific e-zine - 2018. - №8. - https://nauka-online.com/en/publications/information-technology/2018/8/analiz-osnovnyh-problem-svyortochnyh-nejronnyh-setej-pri-reshenii-zadachi-po-raspoznavaniyu-izobrazhenij/

The article was published in: Science online No8 август 2018
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