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Klasifikasi Jenis Gonggong Melalui Pendekatan Pengenalan Objek Berbasis MobileNet-SSD Noval, Muhammad; M Afief Anugrah; Faiz Arrafi; Ridho Ramadhan; Marcel Wangnandra; Nurul Hayaty
Sustainable Vol 13 No 2 (2024): Jurnal Sustainable : Jurnal Hasil Penelitian dan Industri Terapan
Publisher : Fakultas Teknik Universitas Maritim Raja Ali Haji

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31629/pnrc3w93

Abstract

Gonggong is a type of sea snail that is commonly consumed and has become an icon of the culinary specialties of the Riau Islands Province. The most commonly recognized and consumed types in the Riau Islands are Laevistrombus turturella and Strombus canarium. These two types of gonggong have similar physical characteristics and can be difficult to distinguish. Therefore, this research was conducted to find a practical solution that can classify types of gonggong based on their visual images. This study uses a real-time object detection approach based on the MobileNet SSD framework implemented in TensorFlow and applied to an Android-based mobile application. The dataset used consists of 418 images of both types of gonggong that have been augmented with and without backgrounds. The results of the tests show that the model has a confidence level of 83% for images without backgrounds, and 67% for images with backgrounds. These findings indicate that the method used has the potential for further development to improve the model's confidence level in classifying types of gonggong.
Pemanfaatan Ecobrick dari Botol Bekas untuk Tugu Tulisan di Toapaya Selatan: Solusi Ramah Lingkungan Samuel Crisna Prandaka; Ragil Wahyu Ramadhan; Indah Pertiwi; Hidayah Andreani; Zaria Tasya; Putri Azzahra; Ponita Ponita; Agusmawati Alya Putri; Marcel Wangnandra; Nur Asma Riani Siregar
SAFARI :Jurnal Pengabdian Masyarakat Indonesia Vol. 5 No. 4 (2025): Oktober : SAFARI :Jurnal Pengabdian Masyarakat Indonesia
Publisher : BADAN PENERBIT STIEPARI PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56910/safari.v5i4.3204

Abstract

Plastic waste pollution has become an increasingly complex environmental challenge, especially in coastal areas and islands such as the Riau Islands Province. South Toapaya Village, located in Bintan Regency, faces serious problems related to waste accumulation, especially plastic, originating from household activities and waste flows from surrounding areas. This situation is exacerbated by a waste management system that is still limited, fragmented, and not yet fully sustainable. This article explores the potential of ecobricks as an innovative community-based approach to address this pressing issue. Ecobrick plastic bottles filled with clean, dry inorganic waste offer a simple yet effective strategy to reduce waste while producing modular building materials. The main focus of this study is the application of ecobricks in the construction of village landmark monuments, which are expected to become symbolic markers of local identity. This approach not only offers a technical solution to plastic pollution but also serves as a means to strengthen cultural identity and encourage collective community participation. The success of this initiative depends on continuous education, intensive socialization, and cross-sector collaboration. In this way, the project is expected to generate ecological and social benefits simultaneously, contributing to sustainable rural development in the region.