Object Recognition Applications in the Home for Early Children's Education Based on MobileNet

Hendra, Jaya (2022) Object Recognition Applications in the Home for Early Children's Education Based on MobileNet. International Journal of Scientific Engineering and Science, 6 (6). pp. 7-12. ISSN 2456-7361

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Abstract

— This study aims to: (1) produce an object recognition application in the home for early childhood based on MobileNet, (2)Knowing the quality of eligibility application of object recognition in the home for early childhood based on MobileNet using standard testing ISO/IEC 9126. The type of research used in this research is Research and Development (R&D) using the Rapid Application Development (RAD) development model., consists of 3 (three) stages, namely, (1) Requirements Planning, (2) Design Process (Workshop Design) and (3) Implementation (Implementation). The subjects in this study were early childhood of students Aisyiyah Parangtambung Kindergarten, Makassar City, which amounted to 20 people. Data were collected through literature study, questionnaires and documentation. The data were analyzed using the ISO/IEC 9126 software testing method which includes aspects of functionality, usability, portability and efficiency. In the aspect of functionality using test cases by two system experts, the usability aspect usesUSE Questionnaire, aspects of portability using various types of smartphones and aspects of efficiency using Real-time object detection. The results of this study are Home object recognition application for early childhood education based on MobileNet. Test result aspect functionality the system is considered good because X is close to 1, the usability aspect scores 78.2 in the "very high" category, the portability aspect has no errors in various types of smartphones, the efficiency aspect gets a 88.18% or fall into the “very high” category. So it can be concluded that the quality of the software already meets the software quality criteria.

Item Type: Article
Subjects: FAKULTAS TEKNIK > Pendidikan Teknik Elektronika
Divisions: FAKULTAS TEKNIK
Depositing User: Dr. Hendra Jaya
Date Deposited: 19 Jun 2023 10:10
Last Modified: 20 Jun 2023 19:03
URI: http://eprints.unm.ac.id/id/eprint/30363

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