By Tri Agung Nusantara Kr. J. Tompong
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Klasifikasi Tingkat Kesegaran Sayur Bayam Berdasarkan Tekstur Daunnya Berbasis Citra Digital Khaidir; Reyna Buryani Al’Safinat; A. Muhammad Fuad Fadhlurrahman; By Tri Agung Nusantara Kr. J. Tompong; Jessica Crisfin Lapendy
Journal of Deep Learning, Computer Vision, and Digital Image Processing Volume 2 Issue 2 September 2024
Publisher : CV. Sakura Digital Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61255/decoding.v2i2.549

Abstract

Penelitian ini bertujuan untuk mengklasifikasikan tingkat kesegaran sayur bayam berdasarkan tekstur daunnya menggunakan citra digital. Metode yang diusulkan terdiri dari 6 tahap, yaitu akuisisi citra, preprocessing, segmentasi, operasi morfologi, ekstraksi fitur, dan klasifikasi. Penelitian ini menggunakan metode klasifikasi untuk menentukan kualitas bayam menggunakan algoritma K-Means dengan fitur RGB + LAB + TEKSTUR. Hasil menunjukkan akurasi tertinggi sebesar 92,91% untuk data latih dan 88,33% untuk data uji. Proses morfologi dalam penelitian dimulai dengan operasi opening pada gambar segmentasi menggunakan elemen struktural berbentuk disk berukuran 3 piksel, dilanjutkan dengan hole filling untuk mengisi lubang kecil di dalam objek, dan bwareaopen untuk menghilangkan noise atau objek kecil yang tidak penting. Tahap ekstraksi fitur mencakup fitur warna dan tekstur, dengan menggunakan GLCM untuk menghitung nilai homogeneity, contrast, correlation, dan energy. Tahap klasifikasi dilakukan dengan algoritma clustering K-Means untuk membedakan kelas gambar daun bayam berdasarkan kualitasnya. Saran untuk penelitian selanjutnya adalah memperbaiki proses pengambilan gambar dan mencoba metode klasifikasi dan fitur lainnya.
MANAJEMEN TEKNOLOGI INFORMASI DAN KOMUNIKASI PASCA COVID DI DUNIA HARAPAN SCHOOL MAKASSAR Nuraisah; Andi Ratu Ayuashari Anwar; By Tri Agung Nusantara Kr. J. Tompong
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01 Maret 2026 Publish
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.43673

Abstract

This study examines the management of Information and Communication Technology (ICT) at Dunia Harapan School. The purposes of the study are to discover 1) the application of ICT based on 3 ICT components at Dunia Harapan School; 2) the ICT management at Dunia Harapan School; and 3) the supporting and inhibiting factors of ICT at Dunia Harapan School. This type of research is qualitative with a descriptive approach. The results of the study reveal that 1) the application of Information and Communication Technology at Dunia Harapan School based on 3 ICT components, namely the first hardware used, hardware that complies with ICT readiness standards in schools. Second, there are several applications used after the pandemic which are used to date in the new normal era, namely the Talenta application, Ed Connect, Google Classroom, and Zoom. Finally, the user, in this case the school operator, has one operator; 2) the management of Information and Communication Technology at Dunia Harapan, namely the first, planning is conducted based on the school's vision and mission and application selection strategies according to school needs. Furthermore, the organizers where the school does not have its own structure related to ICT/ management so that some of the applications used are handled by one operator, and finally supervision is conducted by the principal and evaluation is conducted at regular school meetings; 3) the supporting factors for the management of Information and Communication Technology at Dunia Harapan School are the hardware and software possessed are adequate and appropriate, and the level of understanding of utilizing ICT applications or devices by school members, while the inhibiting factor is an unstable network