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SISTEM PENDETEKSI BUS DAN TRUK MENGGUNAKAN METODE DEEP LEARNING YOU ONLY LOOK ONCE ( YOLO )

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Penilaian

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In computer vision, there are several problems, including object detection and image classification. Deep Learning You Only Look Once (YOLO) which is an Artificial Intelegence model of an improved Artificial Neural Network (ANN) is one method that is being developed and is widely used for object detection. In this research, the Deep Learning You Only Look Once (YOLO) model is applied to detect two classes of detection object, which are buses and trucks. With training data using 120 images and test data using 30 images, with resolution 450x300 pixels. YOLO performance with a threshold of 0.25 has an accuracy value of 93.33%, a precision value of 92.30% and a recall value of 100%. YOLO performance with a threshold of 0.45 has an accuracy value of 96.66%, a precision value of 96.15% and a recall value of 100%. YOLO performance with a threshold of 0.85 has an accuracy value of 96.66%, a precision value of 96.15% and a recall value of 96%.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
2007000917	T40716	T407162020	Central Library (REFERENCES)	Available but not for loan - Not for Loan

Detail Information

Series Title

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Call Number

T407162020

Publisher

Indralaya : Jurusan Sistem Komputer., 2020

Collation

xvi, 60 hlm.; ilus., tab.: 28 cm

Language

Indonesia

ISBN/ISSN

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Classification

005.07

Content Type

Text

Media Type

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Carrier Type

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Edition

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Subject(s)

Jurusan Sistem Komputer
Pendeteksi Bus dan Truk

Specific Detail Info

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Statement of Responsibility

TUTI

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