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01/24/2022
Feature transforms for image data augmentation
A problem with Convolutional Neural Networks (CNNs) is that they require...
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03/29/2021
Comparison of different convolutional neural network activation functions and methods for building ensembles
Recently, much attention has been devoted to finding highly efficient an...
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07/15/2020
An Ensemble of Convolutional Neural Networks for Audio Classification
In this paper, ensembles of classifiers that exploit several data augmen...
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12/16/2019
Data augmentation approaches for improving animal audio classification
In this paper we present ensembles of classifiers for automated animal a...
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12/11/2019