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Journal : JURNAL MAHAJANA INFORMASI

Implementasi Deep Learning Menggunakan Cnn Untuk Klasifikasi Tingkat Kematangan Buah Jeruk Berbasis Android Rahardika Bahari Putra, Fajar; Rizki Setyawan, Muhammad; Soekarta, Rendra; Nabila; Fakhri , La Jupriadi
Jurnal Mahajana Informasi Vol 9 No 2 (2024): JURNAL MAHAJANA INFORMASI
Publisher : Universitas Sari Mutiara Indonesia Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51544/jurnalmi.v9i2.5462

Abstract

Indonesia is a country that heavily relies on the agricultural sector, including various types of horticultural commodities, especially fruits. One example is oranges, which have many benefits and a sweet, refreshing taste. To obtain the best flavor and freshness, fully ripe oranges are the preferred choice. However, the process of recognizing the ripeness of oranges still faces many challenges. With advances in computer technology, particularly through smartphones, many human tasks can now be performed more efficiently and practically. One useful technology is computer vision, which can be used to automatically identify and determine the ripeness of oranges. This research aims to implement Convolutional Neural Networks (CNN) to measure the model's performance and ensure its capability in classifying the ripeness of oranges. The results of the research show that classification using CNN with the VGG-16 architecture achieved a training accuracy of 96% and a validation accuracy of 97%.
Co-Authors A. Najwa Meisuri Sulolipu A. Ramli Rasyid Abd Rahman Abellia Abrar Abira Acep Adam, Adiyana Ademus, Nurlaela Adrinal Afid Nuryadi Afriani, Ekha Agustian Agustina, Erlinda Agustriyani, Feri Ahmad Rizani Ahmad Suhairi Ahyina Hubbal Faizin Al Gifari, Ahmad Zidan Al-Huda, Muhammad Hafiz Alauddin Aldi Sulaiman H Aldina Lestari Alia Alifa, Aniq Amalia, Dinda Fitri Amalia, Rahma Amanda, Tasa Octavelia Amanda, Tryas Amar, Fadilah Ambar Nurdian Syaputri Amelia Putri Amsal Alfredo Sitepu Andi Maya Sari Usman Anggiani, Mona Anggiani Anggun Rahadian Kusuma Dewi Aninda Nur Haliza Apriliani, Reva Ardinata Arifa, Ziida Arinda Faradillah Marpaung Arini Nasihah Aryanti R. Bamahry Athya, Salma Atristyanti, Ikhyandini Garindia Aulia, Syahrida Auliadesti, Vivin Avana, Nurlev Ayni Kamaruddin, Citra Bada, Evri Bakrie, RM Rionaldi Basir, Aisyah Bayu, Giri Benni Ichsanda Rahman Hz Bintang Dwi Lestari Budi Prabowo CAHYANI, INDAH cantika Celine Christin Finda Nante Cintria Cristine Dahlia Dahrul Siregar Dakiani Dalimunthe, Ardiansyah Dea Tiara Azhari Dela Wahyuni Dermawan, Rizky Destriana Destriani Devi Puspita Sari Dewi Priandini, Dewi Dhimas Fachri Diana Diana Dien Fitria Nur Ramadhan Dilla Atika Sury Dimas Anugrah H.A Dina Indarsita Dini Meilandari Dwi Anggita Dwi Aprilia, Sisca Dwi Widyastuti Dwi, Sigit Edward Pandu Wiryansyah Eka, Mariyana El Elfina Elisa Pebrianata Elline Istanto, Ie Elvida Futri Mahara Ely Kurniati Fadillah Fahira Cahaya Putri Faizhabilla Callysta Naswanestiani Fajar, Romi Fakhri , La Jupriadi Fakhrurrazi Fathur Hariq Fatwanissa Fauziah, Haya Feiby N. Wantah Ferdiansyah, Muhammad Aldy Festyanisa, Okta Fifi Alfika Fitri Firmansyah Fitri A Sabil Fitri Kurniawati Fransisko Chaniago Fungky Marian Gasa, Juniar Hanifa, Kayyisa Hanifatunnida, Ria Safna Hanni Pratiwi Hari Yeni Hartini, Putri Tri Harun, Hernianti Haryono, Wasis Hasman, Haryaji Catur Putera Hendri Hermawan Adinugraha Husna Nurhuda Lubis Idris Idup Sapitri Ie, Johanes Juan Yutama Putra Ijtihad, Manarul indah Indri Dwi Cahyani Irmawati Irmawati, Ika Irwansyah, Bambang Islam, Lalu Azan Isnaini Iwan Giri Waluyo Ji Suk Young Juliani Justino Veryanto Lumbantungkup Kartika Setia Purdani Khaira, Alesha Komariah Landi Lebriansyah Lasmiati Lasro Lestari, Aldina Lintang Meiheswara SG Lisa Diana Putri Litriwani, Adina Lubis, Khadijah Lubis, Syahnan Aly Lulu Maharani Rafita Lumban, Justino M Bachtiar Safrudin M. Sidqi Albadawi. M. Taufik Fauzi, M. Taufik M. Trihudiyatmanto M.Ardinata M.Faturrahman Al Faridzi Mahdin Malindir, Gaston Manalu, Daud Manik, Yulisia Nurike Marauntung Maria Desrina Sinaga Masyhuri Masyitah Mellia Anata Tasya Merina Qintara Aurellia Putri Mira Andriyani Miranti Entahna Anugeraya Misnawati. Mohammad Riswandi Pelawa Monika I. K. Sukanto Monikasari, Moli Mubarok, Alif Nabil Muhamad Haudhi Al-Azzah Muhammad Aknil Sefano Muhammad Eko Atmojo, Muhammad Eko Muhammad Ramadhan Muhammad Rifaat Taufiq Taufan Munajah, Robiatul Murida Wiryanti Nadeak, Frans Nadiya Khairunisa Nadya Nadya, Izzati Najma Afifah Najwa Hafsah Nana Talia Nasution, Ataina Zulfa Nazwa, St Azizah Netda Kostantia Mauwa Ni'mah Noka, Isara Abda Normala Sari Novelia, Shinta Novita Sari Nur Agustina Khatijah Nur Azzahra Atika Nurdiani Nurhidayah Nurjannah Nurmalasari Nursela Nurul Hidayah Lubis Nurul ‘Ala Okta Ramadhana Oktasya, Mira Fadellah Pasaribu, Niko Permana, Dani Pratama, Verdy H Pratiwi Hawa prayudi, Andi Priti, Priti Puput Iswandyah Raysharie Putra, Bela Janare Putra, Ie Johanes Juan Yutama Putri Handayani Rahardika Bahari Putra, Fajar Rahayu, Hanum Mukti Raihana, Ariqqah Raja Basya Turnip Ramadhan, Dien Fitria Nur Ramadhania Br Sitepu Rasid Saleh Matondang Ratih Mukti Azhar Razzaaq, Abdurr Regina Rika Damayanti Riki Cahyadi Rina Rindiyani, T. Rahmah Risnawati Rivaldy Dompas Rizki Setyawan, Muhammad Rizki Tiara Ayunda Rohaniah Rosa Anjani RR. Ella Evrita Hestiandari Sabina, Naura Safa Sahara, Alda saiful , Ahmad Sajidah, Hanna Risma Salahuddin Salsabila Br Ginting Sandora, Lisna Sanudin Saqinna, Az Zahra Agni Sari, Nur Ratna Sarianus Ndraha Sasmita, Lita Serina, Alexander Sevia Diva Ardiansyah Shoffy Amalia Tsabitha Siana Siti Fatinnah Nurjannah Siti Ramadani Soekarta, Rendra Solagracia Malumbot Sophia Tri Satyawati Sri Agustina, Sri Sri Astuty Sri Eka Juniarli Sry Ulina Karo-karo Stefanus Sudarti Suherman Sultan Arkar Suri, Siti Atikah Syah, Sri Rahayu Syahrul Gunawan Syakinah, Safana Ananta Syarif Hidayat Syukri, Fitriyani Tamariska, Phebe Tanjung, Romi Fajar Tapiani, Wiyatri Teapon, SuvitaSari Tri Wahyu Sapittri Syam Triana Malenita Dewi Triska Purnamalia Umasangaji, Nurul Angraini Umi Diantika Susilowati Unaisah Kultsum Lasyena Vanessa Pricila Takwin Vanis Adelia Venny P. Tatauhe Wahyunengsih, Wahyunengsih waroh, muna Wasitohadi Weni Widya Asriati wijaya Winata, Sandra Yayuk Yuliarsi Yuarini Wahyu Pertiwi Yudi Setiawan Yufdel, Yufdel Yuliasari, Hani Yulnafatmawita Zahra Fadilah Zain, Ihsani Nurmayanti Zarifa, Nur Amanda Ziza Putri Aisyia Fauzi Zulfitriani Murfat