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Deteksi Sampah pada Real-time Video Menggunakan Metode Faster R-CNN M Fadhilur Rahman; Bambang Bambang
TEKNOLOGI DITERAPKAN DAN JURNAL SAINS KOMPUTER Vol 3 No 2 (2020): December
Publisher : Unusa Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33086/atcsj.v3i2.1846

Abstract

Garbage is a never-ending problem in human life. Many of the problems caused by waste actually stem from human ignorance of the environment. Several solutions have been proposed to solve and avoid problems from the waste, one of which is making waste detection that can be applied directly to certain devices. This study aims to apply an object detection method in the form of Faster R-CNN to detect and classify at a speed that allows computers to detect trash objects directly through real-time video. The test results in this study indicate the method used can detect trash objects in 100 images with an accuracy value of 74%, and to detect real-time video with video frame rates in the range of 1 frame per second (fps).
PKM Layanan Sistem Informasi Barcode Berbasis Website untuk Perpustakaan Desa Binor Bambang Bambang; Fanny Brawijaya; Muhammad Rofiqi; M. Kifliyanto; M. Luqman Hakim; Mohammad Ali Makki; Luthfi Fu’ady; Mirza Alief Nurzahwa
GUYUB: Journal of Community Engagement Vol 2, No 3 (2021): Pendampingan Sektor Pendidikan, Teknologi, Kesehatan, dan Humaniora
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/guyub.v2i3.2814

Abstract

Perpustakaan Desa Binur difungsikan pengunjung sebagai media untuk mencari referensi dan tempat belajar. Permasalahan yang dihadapi perpustakaan Desa Binur adalah tidak mempunyai Sistem Informasi perpustakaan berbasis web untuk melayani kebutuhan pengguna. PKM ini bertujuan untuk menganalisis, merancang, dan mengimplementasi sebuah sistem informasi perpustakaan berbasis web, serta dilakukan pengujian. Metode pengembangan sistem menggunakan analisis dan perancangan menggunakan Flowchart, diimpelementasikan dengan bahasa pemrograman CodeIgniter dan MySQL sebagai tempat penyimpanan data. Hasil penelitian adalah sebuah system informasi perpustakaan yang dapat melakukan pendataan anggota, melayani transaksi peminjaman dan pengembalian buku secara langsung, pencarian buku, membuat laporan peminjaman buku serta mendata anggota pada perpustakaan Desa Binor.
Design analysis of monitoring and inventory management at Public Elementary School Kalikajar Wetan Paiton Bambang, Bambang; Shudiq, Wali Ja'far; Sholehah, Aisyatus; Fawaid, Izzah Diyanah; Maghfirah, Lidya Erika
Journal of Intelligent Decision Support System (IDSS) Vol 7 No 4 (2024): December: Intelligent Decision Support System
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/idss.v7i4.281

Abstract

This study aims to analyze and design an effective monitoring and inventory management system at Public Elementary School Kalikajar Wetan, Paiton. A well-structured inventory management system is crucial to ensure efficient asset management, reduce the risk of loss, and improve operational effectiveness. The research methods employed include direct observation, in-depth interviews with school staff, and a literature review on inventory management systems. The analysis of the existing system revealed several shortcomings in the manual recording method, such as data inaccuracies, potential duplication of information, and delays in inventory reporting. As a solution, this study proposes the design of a digital system featuring automated recording, real-time data updates, and organized data access. This system design is expected to enhance efficiency, accuracy, and transparency in the school's inventory management. The findings indicate that implementing the proposed system supports faster decision-making, minimizes errors, and provides convenience in monitoring overall assets. Thus, the design holds significant potential as a model for inventory management in other educational institutions.