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Journal : eProceedings of Engineering

IDENTIFIKASI TINGKAT KEMATANGAN DAN KUALITAS BUAH STROBERI MENGGUNAKAN DEEP LEARNING Azizah, Siti; Novamizanti, Ledya; Sa'idah, Sofia
eProceedings of Engineering Vol. 11 No. 4 (2024): Agustus 2024
Publisher : eProceedings of Engineering

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Abstract

Strawberries are one of the most popular fruits in Indonesia. In 2022, the Central Statistics Agency (BPS) recorded strawberry production at 28,895 tons, a 193.05% increase from the previous year. West Java was the main producer, with 25,413 tons, accounting for 87.95% of total production. However, the sorting process is still done conventionally to determine the ripeness and quality of the fruit, which consumes time and resources. This system utilizes deep learning technology with YOLOv7 and EfficientNetV2S models, integrated with the cloud and implemented on an Android application. The app sends images to the deep learning system, which processes and classifies the ripeness of strawberries. The smartphone displays the confidence level and classification results. Based on testing, the system can identify five categories: Ripe Grade-A, Ripe Grade-B, Half-Ripe Grade-A, Half-Ripe Grade-B, and Unripe. The loss values for Box and Val Box are 0,02095 and 0,03029, respectively; Objectness and Val Objectness are 0,004057 and 0,00333; Classification and Val Classification are 0,008343 and 0,007392. The classification model evaluation showed precision, recall, and F1-Score of 0.990 each and an accuracy of 99%. Cloud processing time reached 1-2 seconds with object classification at 180 milliseconds. Usability testing with 33 respondents showed dominant scores of 4 and 5, and the application can be installed on various Android versions without consuming much memory or crashing. Keywords: deep learning, cloud, mobile application, ripeness, quality
Co-Authors A.A. Ketut Agung Cahyawan W Abdi Shidqi, Zainal Abdul Kholik Abdullah, Fatikhul Amin Achadiah Rachmawati Achadiah, Rachmawati Achmad Ridwan, Achmad Ade Destri Deviana Aditama, Rifqi Satria Agus Budiarto Agus Saur Utomo Ahmad Imam Khairi Ahmad Syofyan Akayleh, Shaker Suleiman Ali Al Akhmad Rusydi, Akhmad Alamanda, Zazin F. Alfata, Abdul Hanif Ali Mustofa Ali Rakhman Hakim Amin Tohari Aminullah Aminullah, Aminullah Amir Mukmin Rachim Anggraeni, Ghina Anita Liliana Anitu, Maria Ratih Annisa, Cindy Ermintia Apryliasari, Dede Ari Wibowo Arlini Dyah Radityaningrum Atika, Firdha Ayu Atiya, Husna Bagaskara, Satria Bariklana, Muhammad Nuqlir Berliana Widiyaningtyas Berlin Bardalena, Berlin Bardalena Choiron, Moch Agus Damayanti, Selma Dede Aprylasari Dwi Irawati Dwi Wahyuni, Fitri Wulandari Eko Nugroho Ema, Titisari Yunita Esty Poedjioetami Eva Nikmatul Rabbianty, Eva Nikmatul Failasuf Herman Hendra Fauziyah, Selvi Febrianingrum, Lasmi Fithriyah Rahmawati Fitriyah, Enok Gerald, Goh Gere, Garda Marsiana H. Djunaidi, Irfan Hakim, Luqman Abyan Halim, Sultan Abbiyudani Halimun, Riana Zenida Halisa, Suci Nur Hannan, Abd. Hardiningrum, Iing Sri Herlambang, Chanifan Ibadi Fajar Hidayati, Nafisah Arina Ibrila, Kurnia Azizatul Ikeh, Tri Sulapmi D. Indah Dwi Qurbani Indana, Khoiru Irdaf, Irdaf Irfan H. Djunaidi Ismail, Aflahah Ismiaji, Bara Itaanis Tianah Jauhari, Geovani Gita Jazilah, Husainatul Jenie Palupi Khalidi, Ahmad Kharismafullah, Kharismafullah Khoerih, Zulfah Khotibul Umam Al Awwaly Kornelia, Sindi Kristanti Ayuanita, Kristanti Kusuma, Wiyan Dini Kusworo, Daffa Ladro layuk, wandri allo Ledya Novamizanti Lestari, Puji Lin, Chun-Nan Liya Novitasari Lusy Tunik Muharlisiani Mahaputra, Agung Pambudi Man, Norsida Masdiyah, Citra Dwi Masfia, Irma Matlal Fajri Alif Melly Aida Melviani, Melviani Muarifah, Hanum Muarof, Alven Muhammad Muslih Muin, Mohd Iqbal Abdul Muktiningsih Nurjayadi MULYADI Mutmainnah, Ummu' Abidah Dzakiyyah NAEK SIREGAR Nina Khayatul Virdyna, Nina Khayatul Novianda, Chichi Novita Sari Nur Khasanah Nuruddaroini, M. Ahim Sulthan Nurzaman, Syaifulloh Ibnu Alam Oktafiana, Brina Panjaitan, Oksha Dwi Anugrah perkasa, rohmanzah putra Pitaloka, Ananda Kirana Dyah Prabowo, Jendro Adi Pratama, Heaven Nila Nanda Pribadi, Titanio Auditya Putri, Nabila Ananda Rabi'ah Rahman, Hadiatur Rizka Romi Alfisyahrin, Rizka Romi Roda’i, Mohammad Rohmat, Saepul Romadhan, Sahrul Rositawati Indrati Sa'idah, Sofia Sagita, Ririn Salisnanda, Randy Pratama Salma, Ophelia Septriani, Rona Nimas Sisca Fajriani Siti Jubaidah, Siti Siti, Hamidah SOLEH, BADRUS Sterzer, Sebastian Suara, Mahyar Suci Ramadhani, Suci Sufyan, Akhmad Farid Mawardi Sugijati Sugijati Suhendar, Yusep Supeno Supriyadi Supriyadi Susilo, Ahmad Dwi Syukri Darajat Takayasa, Tika Ifrida Tianah, Itaanis Tjatursari Widiartin Tsaniyah, Aninda Ma'rufatus Wahju Nursita, Ita Wati, Anif Mukaromah Wijayanti, Endah Yanuarningsih, Riska Yudha, Reza Eka Yuwindry, Iwan Zulfa Fahmy zulfa, indana