Article Per Year (5 Year)
p-Index From 2021 - 2026
1.323
P-Index
This Author published in this journals
All Journal Jurnal Infra
Kartika Gunadi
Program Studi Informatika
Computer Science & IT

Published : 21 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 21 Documents
Search

 1   2   3 
Pengenalan Jenis Masakan Melalui Gambar Mengunakan YOLO Alexander William Sutjiadi; Kartika Gunadi; Leo Willyanto Santoso
Jurnal Infra Vol 9, No 2 (2021)
Publisher : Jurnal Infra

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Most input systems in food calorie information applications still use manual input, where the user needs to write the name of the food. This can cause difficulties for the user who does not know the name of the food. But with the development of technology in object detection, this can be an easier and faster process by using images to recognize the type of food.This research uses You Only Look Once method to recognize the type of food from the input images. The type of YOLO model used is the YOLOv3 model which has a modified convolution layer with Xception model that has high accuracy and detection speed.The result obtained is that the modified YOLO model has higher accuracy and faster detection speed than the standard YOLOv3 model. The Highest mAP result achieved was 85.13% with 0.088742 seconds average detection time.
Co-Authors Albert Albert Alexander Setiawan Alexander William Sutjiadi Alvin Nathaniel Tjondrowiguno Anita Nathania Purbowo Benediktus Marcelino Pratama Debby Meliani Prayogo Devina Yolanda Endang Setyati Endang Setyati Eric Tirtana Handy Prayoga Angjaya Henry Novianus Palit Indar Sugiarto Jonathan Adiwibowo Kevin Kevin Leo Willyanto Santoso Liliana Liliana Lily Puspa Dewi Lucky Alexandre Lembangan Lukas Fernando Hunggianto Made Yoga Mahardika Martina Marcelline Taslim Richard Lawrence Thiosdor Ricky Herwanto Ricky Setiawan Saswono Rudi Adipranata Rudy Adipranata Samuel Njoo Silvia Rostianingsih Susangto Andi Putera S. Timothy Christian Yunanto Yoel Andreas Zachary Osborn