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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 Applied Information System and Management 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

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Comparative Analysis of Convolutional Neural Network (CNN) Architectures in Classification of Cattle and Pig Rambaks Haryono, Haryono; Rahmad, Cahya; Andoko, Banni Satria
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 Adhisuwignjo, Supriatna Affandi, Luqman Afrah, A. Shabrina Ahya, Anugrah Vito Alfian, Ahmad Alfian Alviando Wisang , Muhammad Amanda Patria Putra Amelia Marshanda Ananta, Ahmadi Yuli Andriani Parastiwi Anik N. Handayani Annisa Puspa Kirana Annisa Puspa Kirana Anugrah Vito Ahya Ariadi Retno Tri Ariadi Retno Tri Hayati Ririd Arief Prasetyo Arief Prasetyo Arwin Datumaya Wahyudi Sumari Asrori Asrori Astiningrum, Mungki Bagas Satya Dian Nugraha Banni Satria Andoko Bayu Hari Saputro Ba’ar Wasil Razzaq Budi Harijanto, Budi Cahyono, Lulus Okta Candra Bella Vista Deddy Kusbianto Dewandaru, Fajar Dika Rizky Yunianto 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 Enggar Sukmana, Septian 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 Mamluatul Hani’ah Marcelina Alifia Rahmawati Martin Nugroho Parapat Maula, Ahmad Zaky Moch Zawaruddin Abdullah Moch. Febry Ramadhani Muhammad Bisri Musthafa Musthafa, Muhammad Bisri Ngatmari Ngatmari Ngatmari, Ngatmari Ni’ma Shoumi, Milyun Noor Hidayat, Mohamad Nugroho Febriyanto Nur Afifi, Yunis Fiatin Nur Rahmanto, Anugrah Nurfaidah Nurfaidah Nurudin Santoso Palupi P, Laras Parapat, Martin Nugroho Pramana Yoga Saputra Pristisari, Ika Oktavia Putra, Amanda Patria Putra, Yudistira Eka Rachmad Syulistyo, Arie Rahmat Satrio Wibowo Ramadhani, Moch. Febry Ratsanjani, M. Hasyim Razzaq, Ba’ar Wasil Riza Awwalul Baqy Riza Awwalul Baqy Rosa A. Asmara Rosa Andrie Asmara Rudy Ariyanto Santoso, Nurudin Saputro, Bayu Hari Satworo Adiwidodo Septian Enggar Sukmana Subhan Indra Prayoga surya Wijaya, Wldan Tri, Ariadi Retno Triana Fatmawati Ulla Delfana Rosiani Vandry Eko Haris Setiyanto Vivin Ayu Lestari Widiastuti, Inta Yan Watequlis Syaifudin Yudistira Eka Putra Yuninanto, Dika Rizky Yuri Ariyanto Yuri Ariyanto Zettyara, Devi Zulkarnain, Dodo