A Comparison of Convolutional Neural Network (CNN) and Transfer Learning MobileNetV2 Performance on Spices Images Classification

A Comparison of Convolutional Neural Network (CNN) and Transfer Learning MobileNetV2 Performance on Spices Images Classification

This research was conducted to analyze the performance of the CNN algorithm without transfer learning in classifying spice images and compare it with the CNN algorithm using transfer learning on the MobileNetV2 architecture. This comparison aims to evaluate both methods' accuracy, efficiency, a...

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Bibliographic Details
Main Authors: Khoirizqi Velarati, Christy Atika Sari, Eko Hari Rachmawanto
Format: Article
Language:English
Published: Politeknik Negeri Batam 2024-11-01
Series:Journal of Applied Informatics and Computing
Subjects:
classification
convolutional neural network
mobilenetv2
transfer learning
Online Access:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/8622
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