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Journal : Jurnal Ilmu Komputer dan Informasi

Classification of Clove Leaf Blister Blight Disease Severity Using Pre-trained Model VGG16, InceptionV3, and ResNet Pramesti, Putri Ayu; Supriyadi, Muhamad Rodhi; Alfin, Muhammad Reza; Noveriza, Rita; Wahyuno, Dono; Manohara, Dyah; Melati; Miftakhurohmah; Warman, Riki; Hardiyanti, Siti; Asnawi
Jurnal Ilmu Komputer dan Informasi Vol. 17 No. 2 (2024): Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Informatio
Publisher : Faculty of Computer Science - Universitas Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21609/jiki.v17i2.1237

Abstract

Clove is one of the precious plants produced in Indonesia. Clove has many benefits for humans, but clove cultivation often experiences problems due to disease attacks, including Leaf Blister Blight Disease(CDC). The handling of CDC disease is carried out based on the severity of the symptoms that can be seen on the affected leaves. This research was conducted to obtain a CDC disease classification model, so appropriate treatment can be carried out. This study used the pre-trained VGG16, InceptionV3, and ResNet models for classification. VGG16 got the highest average accuracy of 96.7%. Aside from that, k-fold cross validation improved the model's accuracy.
Co-Authors Ahmad Jumarding Ahmad Wahyudi Zein Ahmad, Arimuliani Aisyah Aisyah, Rif’at Zulian Alber Alfin, Muhammad Reza Alia, Salsabila Rahma Angger Gumilang Sugiarto Anindya, Vania Prada Ardiansyah, Teguh Arfanti, Yulia Auliana, Sigit Ayang Fristia Maulana B. Indarsih Batubara, Irpan Budi Indarsih Budi Indarsih, Budi Bulkisma Putri Dadan Ramdan Darmawati Didik Santoso DK. Purnamasari Dono Wahyuno Dwi Kusuma Purnamasari, Dwi Kusuma Dyah Manohara Eliza Rahmi Etfita, Fauzul Fadhillah, Muhammad Dhika Rizqi Fadhillah, Sauma Faiq, Dzaki Muzhaffar Fanjani, Salwa Febrian Fitra Amar Rosuli Fitri Kumala Sari Hamdan Harianto II Hasanah Hasanah Hunayah, Dedeh Husna, Faisal I Ketut Gde Wiryawan I Komang Yuda Wiradnyana I Nyoman Sukartha Jaya I Nyoman Widhiana Ifvochy, Jammes Illahiah, Maddah Imam Rahmatulloh Akbar Jaya, I Nyoman Sukartha Julailah Kenedi, Ary Kiswanto Klemens Mere Kumala Sari Kusumasari, Rosita Laudza, Kamelia Anis Lola Mandasari M. Aidil Syahputra Mahalia, Intan Mardin, Asna Maudina Maulana Ns, Farhan Melati MH. Tamzil Miftakhurohmah Mira Rizkia Moch Heru Widodo Mochamad Arief Ramadani Moh. Hasil Tamzil Mohamat Hadori Mohammad Hasil Tamzil Muhammad Elang Raya Muhammad Noer Fadlan Muhammad Yusuf Mukhtaruddin Mukhtaruddin Mutafikoh Nada Nabilah Napitupulu, Safrida Nashriana Nazaruddin Nelson, Febby Mutiara Ni Ketut Dewi Haryani Ni Ketut Dewi Haryani, Ni Ketut Dewi Ningsih, Ratu Septia Nirmawati, Dita Ainul Nova Fajri Nurhalifah Parulian Sibuea Premadi, Ageng Prihandono, Boedi Putri Ayu Pramesti, Putri Ayu Ramadhan, Alfa Ramadhani, Dini Rasendriya Azel Qodama Retnowati, Eli Risnawati Rita Noveriza Rizkillah, Muhammad Fathin Rizkiyandi Rosdiani, Dini Rumdanah Ruslan Sabariah Sabariah Safitri, Aini Sahudra, Tengku Muhammad satriani, estika Sayyidatunnisa Sinta Sari Suci Siregar, Asrul Sitepu, Ilpa Ardani Br Siti Alia Zulfa Siti Hardiyanti Siti Nunu Parwati Siti Salasatu Sa’diyah Sri Wahyuni Stevanus Gatot Supriyadi Sufrizal Suhartini Sunardi Ginting Sunarty, Rizqy Supriyadi, Muhamad Rodhi Susianto Susianto Susiarni Magdalena Sutrisno, Imam Hadi Tambusai, Azhari Tumanggor, Arief Hidayat Utamy, Sri Nur Warman, Riki Windasari, Sahana Sri Wita Martianingsih Wulandari, Cynthia Wulansari, Rina Yabib Fikri Rambe Yayah, Enok Yohana, Siti Zainil, Melva Zinatir Rahila Zulfahri Salim Zulistian, Fauhidzi