Jurnal Ilmiah Sains dan Teknologi
Vol 5 No 1 (2021): Jurnal Ilmiah Sains dan Teknologi

IDETIFIKASI UKURAN PAKAIAN BERBASIS IMAGE PROCESSING

Widyawati Widyawati (Universitas Banten Jaya)
Ahmad Fatoni (Universitas Banten Jaya)
Renaldi Renaldi (Universitas Banten Jaya)



Article Info

Publish Date
07 Aug 2020

Abstract

Data becomes a valuable asset today. With so much data, current technology can open up the possibility to process and make predictions. Machine Learning (ML) is part of Artificial Intelligence (AI) which has become an important tool in software systems in optimizing running systems. Image Classification is one of the topics of Machine Learning that is widely used in machine learning. The application of image classification on the server-side is often done in every complex classification problem because it requires large computing power. This application uses the ml5.js library as a javascript library to process data in machine learning. The application of machine learning for clothing measurement allows users to make it easier to determine the size of clothes at the Reevant Supply IND store. Meanwhile, to support the use of machine learning on the website, a pre-trained model is needed. This study examines neural network settings such as epoch and optimal learning rate. In addition, to prove that you can be superior in training time and loss function values. The results of this study prove that it is easier for users to determine the size of clothes purchased at the Reevant Supply IND store much faster than prior consultation with the store admin

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Journal Info

Abbrev

saintek

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Library & Information Science Physics

Description

The aim of this journal is to publish quality articles dedicated to all aspects of the latest outstanding developments in the field of informatics engineering. Its scope encompasses the applications of (but are not limited to) : ICT Software Engineering System Design Methodology Data mining and Big ...