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All Journal Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Jurnal PkM MIFTEK
Ramdan, Adam
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Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Languange, Linguistic, Communication & Media Social Sciences Other

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Implementasi Deteksi Objek Real-Time Sebagai Media Edukasi dengan Algoritma YOLOv8 pada Objek Sampah Ramdan, Adam; Asriyanik, Asriyanik
Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen Vol 14 No 2 (2024): September 2024
Publisher : STMIK Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33020/saintekom.v14i2.638

Abstract

Waste is one of the complex global issues and is one of the points of the SDGs indicators related to municipal waste, food waste, hazardous waste and recycling systems that cannot be resolved. According to data from SIPSN in 2022, waste generation in Indonesia will reach 35,289,535.55 tons/year while about 47.32% of waste handling is done, which is 16,697,790.76 tons/year. The National Research and Innovation Agency said that currently there are still few Indonesians who have the awareness to start sorting waste from their own homes. As many as 80% of Indonesians do not sort their waste. To overcome these problems, everyone needs to make changes early on by making waste management a habit so as to change people's skeptical attitude towards waste management. Thus, research was conducted to identify the type of waste using the YOLOv8 algorithm, with a dataset of 17,617 data which was then analyzed by creating a yolov8 model. The best accuracy results were obtained by using the yolov8l variant as well as 16 batch sizes and the SGD optimizer with a learning rate value of 0.001 as a parameter. The model training process was then evaluated using confusion matrix with a percentage reaching 86.5%.
PENINGKATAN EFISIENSI TRANSAKSI DIGITAL PADA USAHA MIKRO DI DESA TAMBAKBAYA Supriatna, Asep Deddy; Pramudita, Hisyam Eka; Azizah, Ai Nur; Komalasari, Siti; Dzulfikri, Rifki Ahmad; Pratama, Faiz; Gunawan, Vito; Muslim, Bubu Bukhori; Nurhasan, Muhamad Chikal Ubaidilah; Nurohman, M. Gilar Fatih; Lestari, Windi Setia; Hadi, Rizki Abdul; Irawan, Soni; Farid, Kalma Juniya; Kamilah, Siti Fadillah; Ramdan, Adam; Harits, Arsil Muhammad; Fazriani A, Bintang Maulida; Padlulloh, Dzakwan Fauzan; Saputra, Muhammad Ilham Dede; Nurazizah, Nazwa; Khoiriyah, Ai Hilma; Munawar, Jujun; Faisal, Muhammad Fahmi
Jurnal PkM MIFTEK Vol 6 No 2 (2025): Jurnal PkM Miftek
Publisher : Institut Teknologi Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33364/miftek/v.6-2.2892

Abstract

Micro-business owners in Tambakbaya Village still face challenges in keeping up with developments in digital payment systems, particularly due to low digital literacy and limited access to technology. This community service program aims to improve the efficiency of micro-business transactions through the implementation of a digital payment system based on the Indonesian Standard Quick Response Code (QRIS). The implementation method consists of three stages: preparation, implementation, and monitoring. The results of the activity show that of the 22 micro-businesses surveyed, 89.9% had never used a digital payment system before. After the socialization, four businesses successfully activated QRIS and began using it in daily transactions. The results of this activity contributed to increasing digital literacy and introducing modern payment systems at the village level, which is expected to be the first step towards sustainable digital economic transformation in rural areas.
Co-Authors Asep Deddy Supriatna Asriyanik . Azizah, Ai Nur Dzulfikri, Rifki Ahmad Faisal, Muhammad Fahmi Farid, Kalma Juniya Fazriani A, Bintang Maulida Gunawan, Vito Hadi, Rizki Abdul Harits, Arsil Muhammad Irawan, Soni Kamilah, Siti Fadillah Khoiriyah, Ai Hilma Komalasari, Siti Lestari, Windi Setia Munawar, Jujun Muslim, Bubu Bukhori Nurazizah, Nazwa Nurhasan, Muhamad Chikal Ubaidilah Nurohman, M. Gilar Fatih Padlulloh, Dzakwan Fauzan Pramudita, Hisyam Eka Pratama, Faiz Saputra, Muhammad Ilham Dede