Indonesian Journal of Education And Computer Science
Vol. 1 No. 1 (2023): INDOTECH - April 2023

Penerapan SSD-Mobilenet Dalam Identitas Jenis Buah Apel

Zulfahmi Syahputra (Universitas Pembangunan Panca Budi)



Article Info

Publish Date
26 Apr 2023

Abstract

Under conditions that determine whether an apple is good or not, the human eye tends to have a subjective perception due to the color composition factor. Errors often occur because it is done manually. Therefore we need a tool with a system that can choose apples automatically based on their type. So we need a system that can identify the ripeness of apples by implementing SSD-Mobilenet. The purpose of this research is to identify the types of apples using SSD-MobileNet. From the results of the analysis and testing it can be concluded that the test results on data testing with lots of data, namely 50 datasets taken randomly produce an accuracy of 82% and an error of 18%. The number of errors indicates that the classification results are not completely accurate. This can happen due to the lack of training data so that only a few dominant terms are used, causing errors in course costs. However, the results of this accuracy can be used as a reference that assistance using SSD-Mobilenet provides a high value of 82%. So this method can be used to analyze the ripeness of apples.

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Journal Info

Abbrev

indotech

Publisher

Subject

Computer Science & IT Education

Description

INDOTECH : Indonesian Journal of Education And Computer Science adalah jurnal nasional dalam bahasa indonesia dengan frekuensi terbitan sebanyak 3 (tiga) kali dalam setahun. Jurnal ini bertujuan untuk mempublikasikan hasil penelitian terbaik anda agar bisa dibaca oleh banyak orang. Jurnal INDOTECH ...