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Journal : Data : Journal of Information Systems and Management

Classification Of South Sumatra Songket Woven Fabric Motifs Using Deep Learning Alika, Aka; Mirza, ⁠Haidar; Andri; ⁠Ferdiansyah
Data : Journal of Information Systems and Management Vol. 2 No. 2 (2024): April 2024
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v2i3.313

Abstract

The application of a Deep Learning model to classify songket woven cloth motifs from South Sumatra reflects the richness of local culture through its diverse motifs. The main challenge faced is the difficulty in distinguishing various songket motifs due to their complexity and wide variety of designs. This research aims to: (1) develop an effective Deep Learning model for classifying songket woven fabric motifs, (2) measure the accuracy and performance of the model, and (3) assess the implications of this model for cultural preservation and the textile industry. The research method employs the SEMMA (Sample, Explore, Modify, Model, and Assess) approach in the data mining process, which includes five phases: data sampling, data exploration, data modification, data modeling, and model evaluation. Songket motif image data is collected, processed, and modeled using the YOLO (You Only Look Once) algorithm for accurate predictions. Data analysis is conducted to assess the model's accuracy, precision, recall, and F1-score. The research results show that the developed system is capable of accurately classifying songket motifs, confirming the effectiveness of Deep Learning models in overcoming this challenge. These findings have significant implications for cultural preservation and textile industry applications, highlighting the potential of Deep Learning technology in processing and analyzing traditional textile data.
Co-Authors Abd. Ghofur Abdul Hamid Acep Imam Hidayat Adi, Habibie Aditya Candra Aditya Chandra, Aditya Adrianti, Nita Agus, Subiyantoro Akbar Akbar Ramadhan Alika, Aka Amelia Putri Amna, Eka Yunita Andi, Wijayanto Aprilya, Nabilla Asep Hambali Ayu , Nindha Ayu Safitri, Deah Bimasri, John Capriaty, Jenniver Dahlia Dahliana, Dina Delvina Donawati Desreza, Nanda Desy Lusiyanti Dilla Santi, Tahara Dion Praja Doni Indrian Edro Edah Adijah Edi Supratman Erfan Handoko Esa Diya Wahyuni Evi Rahayu Fajri, M Fajrig Arsyelan Farid Bastian Fatoni Firamon Syakti, Firamon Fuadi Griselda, Maria Fredlina Gusriati Heldy Ramadhan Putra P Herman, KMS HERMAWAN Heru Gunawan Ida Hidayat Ika Waraztuty Iman Al Fajri Iman Al Fajri Irwan Abdullah Isfanda Ismit Mado, Ismit Iwan Setiawan Junardi Junardi K, Lili K. Maring, Ferry Khairiah Kumala Sari, Riska Kusdjianto, Amanda Yuanita M. Hidayat Martafari, Cut Ana Marwansyah Maviana, Anggryel Meirza Aulia Melinda Rismawati, Melinda Mirza, ⁠Haidar Mizan, Imam Mohammad Fajri Muhammad Arif muhammad irfan Muhammad Nasir Muhammad Yani Muhammad Zaenaldi Musthofa Muriza M, Ulfa murniati, Mely Naimah Nikita Nikita, Nikita Nindha Nining Ratnaningsih Ns. Eka Oktarina Riani Nur Alya Ramadani Nur Hayati Nur Kholifah Nurul Azizah Rahman Oktarina, Tri Permadi, Edy Pipiet Sumanti Prima Andreas Siregar PUJA PRIMA ANDESDA Putri Rahma Dola Rafiuddin Rahmadila, Narisa Rahman, Rifqi Aulia Resnawati Retno Budi Lestari Retno Widawati Rita Mawarni CH Rudi Prasetya Sahari, A Said Aandy Saida Samsir Samsuri Sapar Selvy Musdalifah Sepniyanti Silvy, Monica Sirait, Pahala Somawati Somawati, Somawati Sri Nurhayati Sulti, Deviana Supratman, Edi Suryanto Suryanto Susanti Marisya Sutisna Sanjaya Suyanto Syahdi Syarifah Nora Andriaty Syukri T. Irawan Tahara Dilla Santi Tahara Dilla, Santi Tilka Trisha Magdalena A. Jauvani Tuadi, A A Turi Handayani Udayat Ulandari, Selly Usman Fauzi Vivi Nurin Fatimah Wahyu, andri Wardani, Kiky Wartono Wartono Yanti, Sepni Yunan, Muh. Zulia Nela Aziza Zuraida Khairani Zurriyani ⁠Ferdiansyah