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All Journal Jurnal Ilmu Komputer dan Informasi TEKNOLOGI INFORMASI Jurnal Teknologi Informasi dan Ilmu Komputer SMARTICS Journal INOVTEK Polbeng - Seri Informatika SENTIA 2016 SENTIA 2015 Antivirus : Jurnal Ilmiah Teknik Informatika Jurnal Teknologi Informasi dan Terapan (J-TIT) Abdi Dosen : Jurnal Pengabdian Pada Masyarakat Indonesian Journal of Electrical Engineering and Computer Science Abdimasku : Jurnal Pengabdian Masyarakat Best : Journal of Applied Electrical, Science and Technology BHAKTI PERSADA Jurnal Aplikasi IPTEKS (Journal of Applied Sciences and Technology) MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA Jurnal INFOTEL Jurnal Informatika Polinema (JIP) International Journal of Integrated Science and Technology Jurnal Pengabdian Kepada Masyarakat
Rahmad, Cahya
Politeknik Negeri Malang
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Journal : International Journal of Integrated Science and Technology

 1 
Comparative Analysis of Convolutional Neural Network (CNN) Architectures in Classification of Cattle and Pig Rambaks Haryono Haryono; Cahya Rahmad; Banni Satria Andoko
International Journal of Integrated Science and Technology Vol. 2 No. 5 (2024): May 2024
Publisher : MultiTech Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59890/ijist.v2i5.1793

Abstract

Rambak crackers are one of the food ingredients that have the characteristics of expansion and crispy texture. The general public often faces difficulties in distinguishing between pork and beef rambak crackers that have been processed, so it is important to rely on technology, especially artificial intelligence (AI), to help distinguish between them. This study was conducted to compare the capabilities of several CNN architectures in classifying images of pork and beef rambak crackers. The results of the study showed that the Xception architecture had the highest accuracy rate in classifying pork and beef rambak crackers, with an average accuracy rate of 98.24%.
Co-Authors A. Shabrina Afrah Ade Putra Lesmana Affandi, Luqman Afrah, A. Shabrina Ahmad Alfian Alfian Ahya, Anugrah Vito Alviando Wisang , Muhammad Amanda Patria Putra Amelia Marshanda Ananta, Ahmadi Yuli Andriani Parastiwi Anik N. Handayani Annisa Puspa Kirana Annisa Puspa Kirana Anugrah Nur Rahmanto Anugrah Vito Ahya Ariadi Retno Tri Ariadi Retno Tri Hayati Ririd Arie Rachmad Syulistyo Arief Prasetyo Arief Prasetyo Arwin Datumaya Wahyudi Sumari Asrori Asrori Astiningrum, Mungki Bagas Satya Dian Nugraha Banni Satria Andoko Banni Satria Andoko Banni Satria Andoko Bayu Hari Saputro Ba’ar Wasil Razzaq Budi Harijanto, Budi Cahyono, Lulus Okta Candra Bella Vista Deddy Kusbianto Devi Zettyara Dewandaru, Fajar Dika Rizky Yunianto Dika Rizky Yunianto, Dika Rizky Dika Rizky Yuninanto Dimas Rossiawan Hendra Putra Dimas Wahyu Wibowo Dodo Zulkarnain DWI PUSPITASARI Dwi Puspitasari Dwi Puspitasari Eko Hendri S Eko Yudiyanto Ekojono Ekojono Erfan Rohadi Erlangga Adha Widyatama Faisal Rahutomo Fajar Dewandaru Febriyanto, Nugroho Frangky Tupamahu Hapsari, Indri Tri Haryono Haryono Hendra Pradibta Hendrawan, Muhammad Afif Ika Oktavia Pristisari Imam Fahrur Rozi Indri Tri Hapsari Inta Widiastuti Kris Witono Laras Palupi P Lesmana, Ade Putra Marcelina Alifia Rahmawati Martin Nugroho Parapat Maula, Ahmad Zaky Moch Zawaruddin Abdullah Moch. Febry Ramadhani Moch. Zawaruddin Abdullah Moh. Zawaruddin Abdullah Muhammad Bisri Musthafa Ngatmari Ngatmari Noor Hidayat, Mohamad Nugroho Febriyanto Nur Afifi, Yunis Fiatin Nurudin Santoso Palupi P, Laras Parapat, Martin Nugroho Pradibta, Hendra Pramana Yoga Saputra Pramana Yoga Saputra Pristisari, Ika Oktavia Putra, Amanda Patria Rahmat Satrio Wibowo Ramadhani, Moch. Febry Razzaq, Ba’ar Wasil Riza Awwalul Baqy Riza Awwalul Baqy Rosa A. Asmara Rosa Andrie Asmara Rosiani, Ulla Delfana Rudy Ariyanto Santoso, Nurudin Saputro, Bayu Hari Satworo Adiwidodo Septian Enggar Sukmana Septian Enggar Sukmana, Septian Enggar Shoumi, Milyun Ni’ma Subhan Indra Prayoga surya Wijaya, Wldan Tri, Ariadi Retno Triana Fatmawati Vandry Eko Haris Setiyanto Vivin Ayu Lestari Widiastuti, Inta Yan Watequlis Syaifudin Yudistira Eka Putra Yuninanto, Dika Rizky Yuri Ariyanto Yuri Ariyanto Zulkarnain, Dodo