Songket Motif Classification using MobileNetArchitecturefor Cultural Heritage Preservation

Songket Motif Classification using MobileNetArchitecturefor Cultural Heritage Preservation

Songket, Motif, Classification, MobileNet, CNN

Cultural heritage is a nation's identity that must be preserved. In Bali, Indonesia, Songket is a very valuable cultural heritage. There are several famous Songket motifs,such as Bunga Pucuk, Naga, Cangkir, Bintang, and Wayang. Unfortunately, many people have difficulty distinguishing the existing motifs. In this case, the use of CNN is one of the most proven effective ways to overcome this problem. In this study,we utilizedMobileNetV2 totrainthe detection model withK-Fold Cross Validationto validate the model’sperformance.According to the experimental result, we can obtainthebest performance with accuracy=99.98%. In addition, we conductedusability testing with the System Usability Scale (SUS) that showed an average score of 86.33asthe "Best Imaginable" category. This researchis expected tosupport cultural preservation and support the digital promotion of local Songket.

Kadek Yuda Mahendra1, Luh Joni Erawati Dewi2, I Ketut Purnamawan3, Fieter Brain Pasaribu4

https://ijicom.respati.ac.id/index.php/ijicom/article/view/194/130

nternational Journal of Informatics and Computation (IJICOM)

2025

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