Optimization of CNN Activation Functions using Xception for South Sulawesi Batik Classification

Optimization of CNN Activation Functions using Xception for South Sulawesi Batik Classification

Batik motifs from South Sulawesi such as the Pinisi boat, Lontara script, Tongkonan house and Toraja combinations embody rich cultural narratives but are difficult to identify automatically. Automatic classification supports cultural preservation and education and empowers tourism and digital herita...

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Bibliographic Details
Main Authors: Aswan Aswan, Eva Yulia Puspaningrum, Billy Eden William Asrul
Format: Article
Language:Indonesian
Published: Islamic University of Indragiri 2025-09-01
Series:Sistemasi: Jurnal Sistem Informasi
Subjects:
convolutional neural network, activation function, xception, south sulawesi batik, classification
Online Access:https://sistemasi.ftik.unisi.ac.id/index.php/stmsi/article/view/5281
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