Using Convolutional Neural Networks for Image Detection and Recognition Based on a Self-Written Generator

Using Convolutional Neural Networks for Image Detection and Recognition Based on a Self-Written Generator

Object recognition is a branch of artificial vision and one of the pillars of machine vision. It consists of the identification of forms pre-described in a digital image and, in general, in a digital video stream. While it is generally possible to perform recognition on video clips, the learning pro...

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Bibliographic Details
Main Authors:	Moutouama N’dah Bienvenu Mouale, Dmitry Kozyrev
Format:	Article
Language:	Russian
Published:	The Fund for Promotion of Internet media, IT education, human development «League Internet Media» 2022-10-01
Series:	Современные информационные технологии и IT-образование
Subjects:	image detection image recognition convolutional neural networks r-cnn (regional convolutional neural networks) model augmentations subsampling
Online Access:	http://sitito.cs.msu.ru/index.php/SITITO/article/view/891

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