The Impact of Regularization on Convolutional Neural Networks

The Impact of Regularization on Convolutional Neural Networks

Bibliographic Details
Main Author: Zeeshan, Khaula
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä, Tietotekniikka, Mathematical Information Technology, 602
Format: Master's thesis
Language:eng
Published: 2018
Subjects:
artificial intelligence
machine learning
deep learning
convolutional neural network
image classification
regularization
k-fold cross validation
dropout
batch normalization
kernel regularization
koneoppiminen
datatiede
data
mallit (tuotokset)
analyysi
data science
models (objects)
analysis
Online Access: https://jyx.jyu.fi/handle/123456789/59287
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author Zeeshan, Khaula
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietotekniikka Mathematical Information Technology 602
author_facet Zeeshan, Khaula Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Tietotekniikka Mathematical Information Technology 602 Zeeshan, Khaula
author_sort Zeeshan, Khaula
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spellingShingle Zeeshan, Khaula The Impact of Regularization on Convolutional Neural Networks artificial intelligence machine learning deep learning convolutional neural network image classification regularization k-fold cross validation dropout batch normalization kernel regularization koneoppiminen datatiede data mallit (tuotokset) analyysi data science models (objects) analysis
subject_txtF Tietotekniikka
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title The Impact of Regularization on Convolutional Neural Networks
title_full The Impact of Regularization on Convolutional Neural Networks
title_fullStr The Impact of Regularization on Convolutional Neural Networks The Impact of Regularization on Convolutional Neural Networks
title_full_unstemmed The Impact of Regularization on Convolutional Neural Networks The Impact of Regularization on Convolutional Neural Networks
title_short The Impact of Regularization on Convolutional Neural Networks
title_sort impact of regularization on convolutional neural networks
title_txtP The Impact of Regularization on Convolutional Neural Networks
topic artificial intelligence machine learning deep learning convolutional neural network image classification regularization k-fold cross validation dropout batch normalization kernel regularization koneoppiminen datatiede data mallit (tuotokset) analyysi data science models (objects) analysis
topic_facet analysis analyysi artificial intelligence batch normalization convolutional neural network data data science datatiede deep learning dropout image classification k-fold cross validation kernel regularization koneoppiminen machine learning mallit (tuotokset) models (objects) regularization
url https://jyx.jyu.fi/handle/123456789/59287 http://www.urn.fi/URN:NBN:fi:jyu-201808213890
work_keys_str_mv AT zeeshankhaula impactofregularizationonconvolutionalneuralnetworks AT zeeshankhaula theimpactofregularizationonconvolutionalneuralnetworks

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