Effects of Background Colors, Flashes, and Exposure Values on the Accuracy of a Smartphone-Based Pill Recognition System Using a Deep Convolutional Neural Network: Deep Learning and Experimental Approach
Effects of Background Colors, Flashes, and Exposure Values on the Accuracy of a Smartphone-Based Pill Recognition System Using a Deep Convolutional Neural Network: Deep Learning and Experimental Approach
KyeongMin Cha
1
, MSc ;
Hyun-Ki Woo
1, 2
, MSc ;
Dohyun Park
1
, MSc ;
Dong Kyung Chang
1, 3
, MD, PhD ;
Mira Kang
1, 4
, MD, PhD
1
Department of Digital Health, Samsung Advanced Institute of Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea
2
EvidNet Inc, Seongnam-si, Gyeonggi-do, Republic of Korea
3
Division of Gastroenterology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
4
Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
Corresponding Author:
-
Mira Kang, MD, PhD
-
Department of Digital Health
-
Samsung Advanced Institute of Health Sciences & Technology
-
Sungkyunkwan University
-
81 Irwon-ro, Gangnam-gu
-
Seoul, 06351
-
Republic of Korea
-
Phone:
82 01099336838
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Fax: 82 0234101000
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Email: kang.mirad@gmail.com