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Journal : JURNAL SISTEM INFORMASI BISNIS

Identification of Grouper Fish Types using Convolutional Neural Network Resnet-50 Algorithm Nuraini, Rini; Syafei, Wahyul Amien; Wibowo, Adi; Jaya, Indra
Jurnal Sistem Informasi Bisnis Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025
Publisher : Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/vol15iss2pp173-178

Abstract

Grouper is a type of fish that is popular with the public. It is necessary to identify the type of grouper fish based on color patterns with increase the epoch value to get the best accuracy. The purpose of the research is to predict the type of grouper. This research use CNN Resnet-50 algorithm. 30 data used. The accuracy of prediction is 75 % to predict the image groupers. In the grouper prediction process, the more we increase the epoch value, we will get the best accuracy value. Epoch is a factor that affects the time of training an AI model and affects the accuracy value of the AI model.
Co-Authors ., Rusliyawati Adi Wibowo Ady Bakri, Asri Afrizal Zein Ahmadi Irmansyah Lubis Alamsyah, Dedy Alfry Aristo Jansen Sinlae Ali, Amir Almahdali, Fadila Amsal Nasution, Muhammad Ariestiandy, Deny Baharuddin Baharuddin Barroso, Uwe Cahyadi Supyansuri Damuri , Amat Daniar - Sofeny, Daniar - Dartono, Dartono Dendy K. Pramudito Desri , Syuryatman Didit Hadayanti, Didit Dito Anurogo, Dito Dwi Irnawati Edhie Rachmad, Yoesoep Fariati, Wieke Tsanya Farida Amalya Fauziah, F Fiidznillah, Rizki Fryda Fatmayati Guilin, Xie Handayani, Nurdiana Hapzi Ali Hariyono Hariyono Harlena, Silvia Herlan, Agus Ida Farida indah mukarromah Indra Jaya Indri Yani, Indri Intes, Amina Irwanto Irwanto Iskandar Fitri, Iskandar Jiao, Deng Judijanto, Loso Junaed, Ismail Khak, Muhammad Kushariyadi Kusnadi, Iwan Henri Kustiawan, Dedi Lamboy Sinaga, Victor Legito Liesnaningsih, Liesnaningsih Lisnawati, Tuti Mahfuz, Taufik Warman Marliana Sari, Marliana Matnin MoHa, luqman Muchlis, Muhammad Muttaqin Muhamad Risal Tawil Muhammad Bagir Muhammad, Fauzan Murien Nugraheni Nurul Hikmah Pahmi Pahmi Prayogi, Bayu Setyo Purwito . Pusitasari, Mariana Diah Qoidul Khoir Ramadhan, Syam Rambe, Mirza Syadat Rijal, Syahmsu Rini Susanti Riyanto, Umbar Rossi, Farli Rosyid Ridlo Al-Hakim Rumandan, Rhaishudin Jafar Rusdianto, Hengki Sari, Linda Ratna Sarip, Mohamad Septarini, Ri Sabti Siti Nurhayati Siwi Anggraeni, Gita Soares, Teotino Gomes Syafii, Muhammad Faiz Taslim, Denis Taufik, Deni Ahmad Tonggiroh, Mursalim Tri Yusnanto TRIANA, ENDANG SHYTA Trianto, Joko Tusriyanto Tusriyanto Uky Yudatama Utami, Eva Yuniarti Victor Benny Alexsius Pardosi Wahyuddin, M Iwan Wahyul Amien Syafei Wahyul Amien Syafei Widia Nurdiani, Tanti Yudaningsih, Nunik Zuhroh, Siti