The Effect of Layer Batch Normalization and Droupout of CNN model Performance on Facial Expression Classification

The Effect of Layer Batch Normalization and Droupout of CNN model Performance on Facial Expression Classification

One of the implementations of face recognition is facial expression recognition in which a machine can recognize facial expression patterns from the observed data. This study used two models of convolutional neural network, model A and model B. The first model A was without batch normalization and d...

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Bibliographic Details
Main Authors: - Norhikmah, Afdhal Lutfhi, - Rumini
Format: Article
Language:English
Published: Politeknik Negeri Padang 2022-08-01
Series:JOIV: International Journal on Informatics Visualization
Subjects:
face recognition
facial expression
batch normalization
dropout layer
convolutional neural network
Online Access:https://joiv.org/index.php/joiv/article/view/921

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