Facial Expression Recognition using Convolutional Neural Networks with Transfer Learning Resnet-50

Facial Expression Recognition using Convolutional Neural Networks with Transfer Learning Resnet-50

Facial expression recognition is important for many applications, including sentiment analysis, human-computer interaction, and interactive systems in areas such as security, healthcare, and entertainment. However, this task is fraught with challenges, mainly due to large differences in lighting con...

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Bibliographic Details
Main Authors: Annisa Ayu Istiqomah, Christy Atika Sari, Ajib Susanto, Eko Hari Rachmawanto
Format: Article
Language:English
Published: Politeknik Negeri Batam 2024-08-01
Series:Journal of Applied Informatics and Computing
Subjects:
convolutional neural networks
facial expression recognition
image classification
resnet-50
transfer learning
Online Access:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/8329
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