About Homin Lee
Youtube Video
[인터뷰] 캐글로 성장한 AI
Engineer 이호민 - 메달 획득
후기
Published Papers
Improved U-Net++ with Patch Split for Micro-Defect Inspection in Silk Screen Printing
Paper Link
Published: MDPI · May 6, 2022
A Data-Centric Approach to Design and Analysis of a Surface-Inspection System Based on Deep Learning in the Plastic Injection Molding Industry
Paper Link
Published: MDPI · October 23, 2021
Development of Machine Learning Model for Diagnostic Disease Prediction Based on Laboratory Tests
Paper Link
Published: Nature Scientific Reports · April 16, 2021
🏁Competitions
A.I.D.D 2021(Artificial Intelligence Diabetes Datathon 2021)
Development of predictive laryngeal cancer incidence models. Rank-2nd place
Published: Korea University Medicine · March 2021
Sleep AI challenge - SNUH
Development of predictive laryngeal cancer incidence models. Rank-2nd place
Published: SNUH(SEOUL NATIONAL UNIVERSITY HOSPITAL) · February 2021
Sleep AI challenge - SNUH
Classification of sleep status. Rank-1st placeClassification of sleep status. Rank-1st place
Published: SNUH(SEOUL NATIONAL UNIVERSITY HOSPITAL) · February 2021
Silver Medal (Top 4%), University of Liverpool - Ion switching
University of Liverpool - Ion Switching (79/2618 4%), Kaggle Competition
Published: Kaggle · May 2020
건양대 Health Datathon 2020
Breast cancer pathology imaging cancer classification. Rank-3rd place
Published: Konyang University · April 2020
Bengali.AI Handwritten Grapheme Classification
Bengali.AI Handwritten Grapheme Classification (196/2059 10%), Kaggle Competition
Published: Kaggle · March 2020
건양대 Health Datathon 2019
Classification of eye diseases (macular degeneration, diabetic retinopathy, retinal vein obstruction, normal)
Rank-2nd place
Published: Konyang University · October 2019
Freesound Audio Tagging 2019
Freesound Audio Tagging 2019 (73/418 9%), Kaggle Competition
Published: Kaggle · June 2019
iMet Collection 2019 - FGVC6
iMet Collection 2019 - FGVC6 (67/442 13%), Kaggle
Competition
Published: Kaggle · May 2019