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Journal : JOURNAL OF ELECTRICAL AND SYSTEM CONTROL ENGINEERING

TEA LEAVES GMB SERIES CLASIFFICATION USING CONVOLUTIONAL NEURAL NETWORK Rizal, Syamsul; Pratiwi, Nor Kumalasari Caecar; Ibrahim, Nur; Vidya, Hurianti; Saidah, Sofia; Fu'adah, R Yunendah Nur
JESCE (JOURNAL OF ELECTRICAL AND SYSTEM CONTROL ENGINEERING) Vol 3, No 2 (2020): Journal Of Electrical And System Control Engineering Februari
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (860.876 KB) | DOI: 10.31289/jesce.v3i2.3320

Abstract

This study classifies GMB series tea leaves by using a convolutional neural network as a classification system. GMB series tea are the superior tea seeds in Indonesia. Gambung series, namely: GMB 1 to GMB 11, are planting material seeds that have been recommended by the Ministry of Agriculture. The potential of these tea series yield of 4,000 - 5,800 kg / ha of dried tea. The morphological similarity level of GMB 1 to GMB 11 is very high, because many elders from the clones are from the same crossing parents. During this time, the process of identifying GMB clones 1 through GMB 11 is done manually using the visual eye of an experts at PPTK Gambung. These experts are limited to be able to identify each tea series. This process is susceptible to errors in the reading of clone types, and is very dependent on the presence of the experts. If an error occurs in the process of identifying the type of clone, it will interfere with the nursery process. Errors in the selection of recommended clones will harm the process of a long period of time, because the economic age of tea plants can reach until 50 years. The potential loss of production due to misuse of plant material can reach 1,200 kg / ha per year. Against the background of these problems, it is very necessary to have a system to identify the GMB series clone. Continuous studies has been conducted to build an automation system for the identification and classification of GMB series tea clones. The system is designed using the Convolutional Neural Network (CNN) method. The results obtained from this system output in the form of accuracy with a value of 85%.
Deteksi Penyakit pada Tanaman Padi Menggunakan Pengolahan Citra Digital dengan Metode Convolutional Neural Network Santosa, Atharizky Ade; Fu'adah, R Yunendah Nur; Rizal, Syamsul
JOURNAL OF ELECTRICAL AND SYSTEM CONTROL ENGINEERING Vol. 6 No. 2 (2023): Journal of Electrical and System Control Engineering
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jesce.v6i2.7930

Abstract

Rice plant is one of the important factors in supporting human life. When it starts to grow, of course, rice plants also often face problems such as pests or diseases that cause plants to die and lead to crop failure. So proper handling is needed to overcome the disease in rice plants. One of the treatments that can be done is by detecting diseases in rice plants, so that farmers can provide appropriate treatment for these problems. The research data will be processed through several stages, then the dataset used in this study consists of three classes of rice plant diseases, namely, bacterial leaf blight, brown spot, leaf smut and one class of healthy/healthy rice plants with a total of 16000 datasets collected from sources www.kaggle.net and previous research. The parameters tested in this study, namely hidden layer and optimizer affect system performance in the form of accuracy, precision, recall, fl-score, and loss values. In this study, the best results were obtained by using four hidden layers and Adam optimizer. Accuracy was 99.66%, precision, recall, fl-score was 99.66%. 100% and a loss of 0.0047 as well as a graph of the accuracy and loss performance in a good fit.
Co-Authors A.P, M. Defriansyah Abda Abda ABDULFATTAH, MUHAMMAD EFAN Abdurahmanfarid, Afif Abdus Salam, Abdus Absya, Bafelia Indriyati Adeko, Uun Adel Zamri Adelia Putri, Safira Adi Saputra, Angga Juliat Adian Aristia Anas Aditya, Dimas Affan, Junaidi M agustina, imelda Ahmad Farhan, Ahmad Ahmad Junaidi Ahmad, Lukman Aida Rahmi Nasution, Aida Rahmi Ainal Mardhiah Aini, Jannatun Al-Gunaid, Seba Aldri Frinaldi Alfalaq, Razzaq Alfauzan Amin Alfina Ali Medi Alis Triena Permanasari Alvi Rahmah Amalia, Ghina Amir Hamzah Amirsyah, Mirnasari Amirsyaha, Mirnasari Andika, Joko Andriadi Andriadi Angga Rusdinar Anton Zulkarnain Sianipar Aprilia, Lisnawati Apriyanti Apriyanti Apriyanti Arbi Yasin, Arbi Ardiansyah, Gustio Arba Arif, Zhafeni Arnoldi, Dwi Azka, Tsabita Izzatu Azwar, Beni Azzahra, Khoirunnisa Azzarkasyi, Muhammad Badaruddin Baehaqi Bainar, Bainar Bangun, Kristaninta Basri Basri Bety Bety Bety Bilardo, Topan Candra, Naurah Crisandini Putri Chaliluddin Chikita, Daien Chintia Amelia Pratiwi Dadang Dwi Septiyan, Dadang Dwi Dahlia Dahlia Dara, Cut Dawwam, Muhammad Deasari, Wulan Defriansyah, Dedi Dewanti, Asri Hajar Dwi Fitriyanti, Hesy Dwi Utami, Eliza Eddy, Syaiful Edy Miswar, Edy Efrizal, Dedi Eke Wince, Eke Eko Setiawan, Aan Elawati, Susila Endarsih, Triya Fadila Fadila, Fadila Fairus, Aulia Fasa, Rahmanita Dian Fauzi, Rafi Rizq Fauziah, Nita Avila Febri Giantara Fiqiyah, Maskanatul Firdaus, Giwa Iqbal Firmansyah, Juli Fitri, Dwi fitria ningsih Fritzy, Ikram Nur Zanetty Fuadi Furqon, Aynan Fu’adah, R Yunendah Nur Giri Mustika Roekmana Hadiyatno Hadiyatno, Hadiyatno Hajriyanti, Rahmi Hamdani Hamzah, Syukri Harahap, Monalisa Hariyani Hairunnisa, Neni Harmi, Hendra Hartini Hartini Hasanah Hasanah Hasmah, Siti Havazah, Dhini Khoirunnisa Herdiana, Herdiana Herliana, Fitria Hernandes, Febra Hervrizal, Hervrizal Hery Widijanto Hesmono, Prita Trivena Hidayat, Fadly HIDAYATI, BAITI Hikassania, Mina Husaini husnaini, husnaini Husnidar . Ibrahim Ichsan Setiawan Ida Ayu Putu Sri Widnyani Idi Warsah Ijal Fahmi, Ijal Ika Lutfi Nurjanah Ikhawani, Intan Ilham Zulfahmi Ilhamdi, Divo Ilyas Ilyas Immasari, Ito Riris Indah Pratiwi Indra Gunawan Inka Dahlianah, Inka Intan Sari Iqbal, Taufiq Irama, Debi Irawan Malik Irham Falahudin, Irham Irma Aryani Irwansyah, Denny Ismail Jaitun Jaitun, Jaitun Jayadi, Sudarman Jen Surya Joni Irawan, Joni Julianti, Mariana Juniarti, Lusia Jurianto Kafrawi Kafrawi Kamilia, Afina Kardina, Nina Keumala, Cut Muftia Khairul Amri Khoirullah, Ananda Thomas Khoirun Nisa Kreshanti, Prasetyanugraheni Kurniawan , Ferry D. Kusdani, Kusdani Kusmiati Kusmiati Kusniawati, Rena Ledya Novamizanti Lestari, Dwi Junianti Lindriany, Julita Lubis, Rahmad Fauzi M Ikhsan M, Amril Maimun Syukri, Maimun Maisyuri Maknuni, Jauharil Mardiah MARDIANA Mariati Mariati Marinda, Aflia Bela Martina, Feny Maryam Maryam Maryam Masitah Masra Lena Siregar, Masra Lena Maulida, Maulida Mauludi, Muhammad Rizky Mayang Sari, Selly Miftahul Rahmah Mila, Andika Nopriansyah Mohd. Nasir Muammar Khadafi MUCHSIN Muhammad Muhammad Hafiz Muhammad Jailani Muhammad Rifki MUHAMMAD TAUFIK Muhammad Wali, Muhammad Munawir Munawir Mursal Mursal Musdar, Musdar Muttaqien Muttaqin, Divia Agustiani Nasir Nasir, Mohd Natela, Hikmatul Nazliati, Nazliati Ngadimin Ngadimin Ni Putu Nita Wijayanti Nisa Amalia, Nisa Nor Kumalasari Caecar Pratiwi Nur Fu’adah, R. Yunendah Nur Ibrahim Nuran, Arsy Luxmy Fatwa Nurmela Prabana, Ipan Prajaputra, Vicky PRATIWI, NOR KUMALASARI CAESAR Purwinarti, Wiwin puspitasari, Arum Putra, Doni Aditya R. Yunendah Nur Fu’adah Rahayu, Eko Rahayu, Nadiya Cantika Rahimi, Sayyid Afdhal El Ramadani, Alan Ramadhan, Ferdian Ilham Ramadhoni, Tri Satya Ramdhani, Afwan Muhamad Ratna Mutia Aprilla Ratnaningsih, Herin Razali Thaib Reza Maulana Rhoni Rodin Rian Permana Rianjuanda Ridhatama, Muhammad Fakhri Rima Novirianthy Riska Riska Rizki Ananda Rizky, Avisha Tiara Rohani, Tri Rohimin Rohimin Romli Romli, Romli Rosyada, Moh. Faza Rosyidah, Isy Maryam RR. Ella Evrita Hestiandari Rusmandi, Heri Safitri, Irma Safitri Saiful Saiful Amri Sailon Sailon, Sailon Salsabila, Rifqah Ainun Sampurno, Rachmat Dwi Samsuar, Samsuar Santosa, Atharizky Ade Saraswati, Dwi Bekti Sarboini Sarboini, Sarboini Sari, Dewi Purnma Sari, Rita Sari Satrianto, Rizki Selfiana, Rani Seprianto, Dicky Seprianto, Seprianto Septian, Dadang Dwi septrianti, nabila adisty Setiawan, Jamil Setiawan, Raihan Radhitya Shabet, Ali Silvia, Lady Siregar, Friska Anggi Siti Handayani Slamet . Soegeng Witjahjo SOFIA SAIDAH Soleha, Sovatu Nisa Soleha, Sovatunisa Sri Wahyuni Sri Wulandari suhandi, amin Suhaya Suhaya, Suhaya Sulistyawati, Hesti Sundari, Ella Suryani Suryani Suryani, Nyayu Yayu Suryo Adhi Wibowo Susanto, Ferri Sutarto Sutarto SUTRIONO SUTRIONO Suwardi, Pratiwi Jasmine Syafitri, Ranny Aulia Syahril Syahril Syam, Asrul Syarifah Farissi Hamama Tamara, Veny Tarmizi Taslima, Devyana Enggar Taufikurrahman Taufikurrahman Tazkiyah, Tamara Thaib Rizwan, Thaib Tiara, Meza Tri Wulandari Trimin Kartika, Trimin Trimono, Trimono Umar, Nyak Utami, Valisneria Vidya, Hurianti Viktowot, Viktowot Wahyu Utami, Wahyu Wahyuni, Agus Waraztuty, Ika Warsah, Idi Warsah Widagdo, Tri Wilza, Romi Wiranata, Erik Wirawn, Pandy Akbar Wiriani, Erni Wiwin Purwinarti Yuhaswita Yulia Citra, Yulia Yuliandi, Rizky Brillian Yulistio, Didi Yunita Suffiana Yusrianto, Edi Yusuf, Zulfan Zahri, Zakiyah Ilmi Zainuddin, Zainuddin Zakaria Zakaria Siregar, Zakaria Zakaria, Iskandar Zamheri, Ahmad Zonyfar, Candra Zulensi, Fisabilillah Caudilo Zulhamdi, Zulhamdi