CV_KeonminNam

Education

Seoul National University of Science and Technology 2014.03 ~ 2021.02

Bachelor of Computer Science and Engineering
Minor in Big Data Management Engineering
GPA : 3.97 / 4.5

Changdong High School 2011.03 ~ 2014.02

Work Experience

Nestyle Intelligence Inc. / AI Engineer 2020.10 ~ Now

AI solutions startup founded in 2019, located at the Seoul AI Hub
Joined in 2020 as the second developer, working on numerous projects related to Computer Vision and Generative AI (Image generation, translation, etc.)
Executed the entire project lifecycle, including planning, scheduling, development, and report writing
Developed optimized state-of-the-art(SOTA) models for specific problems
Key projects (For more details, please refer to my portfolio on Notion)

Collaborated with KBS Media Labs, Developed a model to enhance the image quality of YouTube thumbnails while preserving key facial features (e.g., eye shapes)
Collaborated with ETRI(Electronics and Telecommunications Research Institute), Developed an automated model for generating the main character's face in a specific webtoon
Developed a model to generate Korean facial images with controllable features like age and gender
Implemented the virtual hair dyeing feature that outperformed existing applications such as Snow, KakaoHairShop, and L'Oréal

Papers

K-Hairstyle: A Large-scale Korean Hairstyle Dataset for Virtual Hair Editing and Hairstyle Classification

Taewoo Kim*, Chaeyeon Chung*, Sunghyun Park*, Gyojung Gu, Keonmin Nam, Wonzo Choe, Jaesung Lee and Jaegul Choo

IEEE International Conference on Image Processing (ICIP), 2021, Virtual, Accepted.

[Arxiv] [Project page] [News]

랜덤성에 기반한 인공지능 오목의 구현

남건민, 천세학

한국지능정보시스템학회 학술대회논문집, 2020

[DBpia]

Patents

Fitting costume-including segmentation generation method for virtual fitting

구교정, 남건민, 김우석, 최승환, 박성현, 이용균

Application number (date) : 1020210049995 (2021.04.16)

[Kipris]

Virtual fitting method supporting high-resolution image

구교정, 남건민, 김우석, 최승환, 박성현, 이용균

Application number (date) : 1020210049800 (2021.04.16)

[Kipris]

Method for warping costume based on cloth-removed image

구교정, 남건민, 김우석, 최승환, 박성현, 이용균

Application number (date) : 1020210049773 (2021.04.16)

[Kipris]

Costume region removal method for flexible virtual fitting image generation

구교정, 남건민, 김우석, 최승환, 박성현, 이용균

Application number (date) : 1020210045512 (2021.04.07)

[Kipris]

Method for dyeing hair by using computer device

남건민, 구교정, 김우석

Application number (date) : 1020210027601 (2021.03.02)

[Kipris]

Awards and Honors

6th place in Monthly Dacon Computer Vision Learning Competition 2020.08 ~ 2020.09

Top 10 teams awarded in the competition with 1,368 participants.

4th prize in 2019 KW Hackaton 2019.08

The hackathon hosted by Kwangwoon University.

2nd prize in SEOULTECH Software Competition 2018.12

A departmental competition.

Certifications

Engineer Information Processing (2019.11.22)

Word Processor Specialist (2019.03.22)

Craftsman Information Processing (2015.12.14)