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@article{ART002807709},
author={Jinwook Jang},
title={Development of Location Image Analysis System design using Deep Learning},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={1},
pages={77-82},
doi={10.9708/jksci.2022.27.01.077}

TY - JOUR
AU - Jinwook Jang
TI - Development of Location Image Analysis System design using Deep Learning
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 1
PB - The Korean Society Of Computer And Information
SP - 77
EP - 82
SN - 1598-849X
AB - The research study was conducted for development of the advanced image analysis service system based on deep learning. CNN(Convolutional Neural Network) is built in this system to extract learning data collected from Google and Instagram. The service gets a place image of Jeju as an input and provides relevant location information of it based on its own learning data. Accuracy improvement plans are applied throughout this study. In conclusion, the implemented system shows about 79.2 of prediction accuracy. When the system has plenty of learning data, it is expected to predict various places more accurately.
KW - Deep-Learning;Unsupervised Learning;Image Analysis;Convolutional Neural Network;Location Image
DO - 10.9708/jksci.2022.27.01.077
ER -

Jinwook Jang. (2022). Development of Location Image Analysis System design using Deep Learning. Journal of The Korea Society of Computer and Information, 27(1), 77-82.

Jinwook Jang. 2022, "Development of Location Image Analysis System design using Deep Learning", Journal of The Korea Society of Computer and Information, vol.27, no.1 pp.77-82. Available from: doi:10.9708/jksci.2022.27.01.077

Jinwook Jang "Development of Location Image Analysis System design using Deep Learning" Journal of The Korea Society of Computer and Information 27.1 pp.77-82 (2022) : 77.

Jinwook Jang. Development of Location Image Analysis System design using Deep Learning. 2022; 27(1), 77-82. Available from: doi:10.9708/jksci.2022.27.01.077

Jinwook Jang. "Development of Location Image Analysis System design using Deep Learning" Journal of The Korea Society of Computer and Information 27, no.1 (2022) : 77-82.doi: 10.9708/jksci.2022.27.01.077

Jinwook Jang. Development of Location Image Analysis System design using Deep Learning. Journal of The Korea Society of Computer and Information, 27(1), 77-82. doi: 10.9708/jksci.2022.27.01.077

Jinwook Jang. Development of Location Image Analysis System design using Deep Learning. Journal of The Korea Society of Computer and Information. 2022; 27(1) 77-82. doi: 10.9708/jksci.2022.27.01.077

Jinwook Jang. Development of Location Image Analysis System design using Deep Learning. 2022; 27(1), 77-82. Available from: doi:10.9708/jksci.2022.27.01.077

Jinwook Jang. "Development of Location Image Analysis System design using Deep Learning" Journal of The Korea Society of Computer and Information 27, no.1 (2022) : 77-82.doi: 10.9708/jksci.2022.27.01.077