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Nunu Nugraha
Universitas Kuningan
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Journal : JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING

 1 
Classification of Bougainvillea Plant Types Using Convolutional Neural Network Algorithm Fauzi Rachman; Iwan Lesmana; Nugraha, Nunu
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol. 9 No. 2 (2026): Issues January 2026
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v9i2.15354

Abstract

Bougainvillea is one of the most popular ornamental plants, featuring a variety of types with morphological characteristics that often appear very similar. This resemblance frequently complicates the conventional identification process, particularly for sellers and buyers at Rabiku Florist. This study aims to develop an Android application capable of automatically classifying different bougainvillea types using a Convolutional Neural Network (CNN) algorithm. The system is developed using the Rapid Application Development (RAD) methodology, leveraging the MobileNetV2 architecture and integrating it with the TensorFlow Lite framework to ensure compatibility with mobile devices. The application is designed to identify five types of bougainvillea using digital images captured via the device’s camera or selected from the user’s gallery. Based on implementation results, the system demonstrates strong classification performance and delivers accurate information to users. This application is intended to serve as a practical and user-friendly tool for both the general public and businesses in accurately identifying bougainvillea species.Keywords: Image Classification, Bougainvillea, Convolutional Neural Network, MobileNetV2, Android.
Co-Authors Ardhi Akmaludin Jadhira Asep Wawan Awaludin Cecep Juliansyah Abbas Cica Rismawanti Dadan Nugraha Dadang Hamdani Dadang Hamdani Desy Wulandari Diaz Athya Rahma Djoharsjah, T. Dwi Vernanda Erwin Ligar Nugraha Fauzan, Farhan Fauzi Rachman Fikri Puji Nugraha Gugun Gunawan Haryati Herdiawan, Tri Heri Herwanto Indah Suci Rahmawati Intan Permatasari Intan Permatasari Ipnu Apriatna Iwan Lesmana Komar Udin Mohammad Iqbal Muchamad Ishak, Muchamad Ishak Mulyono Mulyono Nenden Rostika Dewi Panji Novantara Pradipta, Adi Rachmat Irsyada Rahmat Ramdoni Ricky Rachman Rika Nugraha Rio Andriyat Rio Andriyat Krisdiawan RIO ANDRIYAT KRISDIAWAN Robi Robiyanto Sampurno Sampurno Sugeng Supriyadi Suhada Sulistiani, Mirna Suseno, Endra Tito Sugiharto Usep Abdul Rosid Wahyu Ilahi