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Journal : Journal of Educational Engineering and Environment

Application of Computer Vision for Digital Encyclopedia of Chili Varieties (Capsicum spp.) Zamzami, Muhammad Viqih; Fitri, Zilvanhisna Emka; Madjid, Abdul; Imron, Arizal Mujibtamana Nanda
Journal of Educational Engineering and Environment Vol. 3 No. 1 (2024): Journal of Educational Engineering and Environment
Publisher : Fakultas Teknik Universitas PGRI Banyuwangi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36526/jeee.v3i1.3831

Abstract

Chili is a vegetable commodity that has high economic value so that its production always increases every year. Several types of chilies are cultivated in Indonesia, namely cayenne pepper (Capsicum frutescens), curly red chili (Capsicum annuum L. var. longum), large red chili (Capsicum annuum L.) and paprika (Capsicum annuum var. grossum). Indonesia is a country that continues to develop innovation to produce many superior varieties, especially chilli plants. The problem arises that variations of other superior chili varieties can only be accessed through the official website of the ministry of agriculture, however, the data that can be accessed is limited (in the form of descriptions of chili varieties without physical appearance such as photos) so that it is quite difficult for the community and farmers to cultivate or utilize these varieties. This made researchers develop a digital encyclopedia of chili types using computer vision. This study uses a combination of digital image processing and intelligent systems. The image processing used is preprocessing such as cropping and splitting of RGB components, image segmentation and shape feature extraction. The features used are area, perimeter, major axis length, minor axis length and eccentricity. This feature is the input of the Naïve Bayes method which produces a system accuracy rate of 92%.
Co-Authors Abdillah, Ahmad Yusron Abdurrahman Salim Agus Hermawan Agusta, Dika Ahmad MAULANA Aisyah Al-Uyun, Dhia Alim, Ansorul Anggraini, Tasya Arizal Mujibtamala Nanda Imron Armanto, Mustika Edi Bakri Bakri Bambang Irawan, Triono Bayanullah, Muhammad Bayu Dwi Widdy Jatmiko Chotimah, Indira Dedik Budianta Dwi Soelaksini, Liliek EMMILIA RUSDIANA, EMMILIA Endriyanti, Megah Novita Faisal, Emir Faizin Sulistio Fajri, M. Hisyam Nur Farizal, Muhammad Fatiatun, Fatiatun Fatimah, Titien Fauziah, Virda Fitri, Zilvanhisna Emka Fitria, Ferisa Dian Gatot, Masitowati Hanif Nur Widhiyanti, Hanif Nur Hardaningsih, Wiwik Harsantyo, Himawan Daffa Hasan, Baharuddin Hasibuan, Albar Adetary Herlina, Rina Imron, Arizal Mujibtamana Nanda Irawan, Ahmad Dandi Islami, Michelia Zahra Istiyanthi, Canthika Mira Jameelah, Mariyam Kamal, Sahril kawuryan, endang sri Khalid Rahman, Khalid Khasanah, Irma Nur Kurniawan, Muh. Alif Kusuma, Satria Indra Kusumah, Mada Wijaya Lestari, Erlina Puji Mardiansa, Edwin Mastuti, Lilik Milda Istiqomah Moh. Khusaini Momon Sodik Imanuddin Muktiono Waspodo Nasution, Andreanda Negara, Tunggul Ansari Setia Nisa Budi Arifiana Novalianasari, Hesky Nur Rahma, Farida Nuraisyah, Anni Nurini Aprilianda Oktaviani, Sari Patricia Audrey Ruslijanto Perdana, Dian Cristiati Pratama, I Gusti Agung Ananta Pratama, I Gusti Ananta Prija Djatmika, Prija Qodri, Lutfi Asnan Rahman, Wahbi Rahmani Rahmani Rahmawati, Rahmawati Rehulina Rehulina, Rehulina Safa’at , Muchamad Ali Safa’at, Rachmad Sahil, Mawardi Abi Said, Muhamad Helmi Md Satria Jaya Priatna, Satria Jaya Setiawan Noerdajasakti, Setiawan Setoko, Ujang Setyo Andi Nugroho Siti Bahiroh Slamet Wahyudi SN, Tunggul Anshari Soekesi, Titik Soeryati Sudarsono Syazili, As'ad Tantoi, Lalu Alex Tantri Widiastuti TATANG HIDAYAT, TATANG Wa Ode Fatihatul Khaerunnailla Warsito Warsito Wicaksono, Ananda Kukuh Widhiawati, Dyah Yanuardi Yanuardi Yoel, Veronika Yuliati - Zamzami, Muhammad Viqih Zhafirah, Carissa Tita Zhahiriyah, Farrah