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๐Ÿ‘ฉโ€๐Ÿ’ป

์œค์ฑ„์˜ (Chaeyeong Yun)

Last Updated. 2025/02/05
โ€ข
Computer Vision
โ€ข
AI Engineer / Researcher
โ€ข
ISPR Lab. (2022.03.02 ~ 2024.2.13)
โ€ข
Samsung Electronics SW Enginner (2024.01.29 ~)
ย email: ychang0725@naver.com
Github : https://github.com/chaeyeongyun?tab=repositories
Blog : https://www.ai-chae0.site/

Profile

1998.07.25
๋‘”์ดŒ๊ณ ๋“ฑํ•™๊ต ์กธ์—… (2014.03 ~ 2017.02)
๋™๊ตญ๋Œ€ํ•™๊ต(์„œ์šธ) ์ „์ž์ „๊ธฐ๊ณตํ•™๋ถ€ ์กธ์—… (2017.03 ~ 2022.02 ์กธ์—…)
๋™๊ตญ๋Œ€ํ•™๊ต(์„œ์šธ) ์ผ๋ฐ˜๋Œ€ํ•™์› ์ „์ž์ „๊ธฐ๊ณตํ•™๊ณผ ๋ฉ€ํ‹ฐ๋ฏธ๋””์–ด์ปจํ…์ธ  ๋ฐ ์‹ ํ˜ธ์ฒ˜๋ฆฌ ์ „๊ณต (2022.03 ~ 2024.02 ์กธ์—… ์˜ˆ์ •)
ย ์‚ผ์„ฑ ์ „์ž SW Enginner (2024.01.29 ~ )

'๋” ๋‚˜์€ ์„ธ์ƒ์„ ๊ฟˆ๊พธ๋Š” AI ๊ฐœ๋ฐœ์ž'

computer vision์„ ์—ฐ๊ตฌ๊ฐœ๋ฐœํ•˜๋Š” AI Engineer ์œค์ฑ„์˜์ด๋ผ๊ณ  ํ•ฉ๋‹ˆ๋‹ค.
AI๋Š” ๋” ๋‚˜์€ ์„ธ์ƒ์„ ๋งŒ๋“ค๊ธฐ ์œ„ํ•ด ๊ฐœ๋ฐœ๋˜์—ˆ๋‹ค๊ณ  ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.
์‡ผํ•‘์˜ ํŽธ์˜๋ฅผ ์œ„ํ•œ ๊ธฐ์ˆ , ์žฌ๋ฏธ์žˆ๋Š” ์ปจํ…์ธ  ๊ฐœ๋ฐœ๋ถ€ํ„ฐ ์ฝ”๋กœ๋‚˜ ์‹œ๊ตญ์— ํ•„์ˆ˜๊ฐ€ ๋˜์—ˆ๋˜ ๋งˆ์Šคํฌ ์ธ์‹๊ณผ ์ฒด์˜จ ์ธก์ • ์‹œ์Šคํ…œ. ๋” ๋‚˜์•„๊ฐ€ ์—ด์•…ํ•œ ํ™˜๊ฒฝ์˜ ๊ฐœ๋ฐœ๋„์ƒ๊ตญ ์•„์ด๋“ค์—๊ฒŒ ์งˆ ๋†’์€ ๊ต์œก์„ ์ œ๊ณตํ•˜๊ฑฐ๋‚˜, ๋…๊ฑฐ๋…ธ์ธ๋ถ„๋“ค์„ ์œ„ํ•œ ๋ณต์ง€ ์‹œ์Šคํ…œ์œผ๋กœ ํ™œ์šฉ๋  ์ˆ˜๋„ ์žˆ๊ฒ ์ฃ .
์ด๋Ÿฌํ•œ ๋ฌดํ•œํ•œ ๊ฐ€๋Šฅ์„ฑ์„ ๊ฐ€์ง„ AI๊ธฐ์ˆ ์„, ๋” ์ข‹์€ ์„ธ์ƒ์„ ๋งŒ๋“œ๋Š” ๊ฒƒ์— ๊ธฐ์—ฌํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ์ˆ ์„ ๊ฐœ๋ฐœํ•˜๋Š” ๊ฐœ๋ฐœ์ž๊ฐ€ ๋˜๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค.
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๊ฒŒ์žฌ ๋…ผ๋ฌธ

โ€ข
Chaeyeong Yun, Yu Hwan Kim, Sung Jae Lee, Su Jin Im, and Kang Ryoung Park,ย โ€œWRA-Net: Wide Receptive Field Attention Network for Motion Deblurring in Crop and Weed Image,โ€ย Plant Phenomics, Vol. 5(0031), pp. 1-21, April 2023.(IF =ย 6.961 (2021))(IFย ์ƒ์œ„ย 2.78% (3/90) SCIE (AGRONOMYย ๋ถ„์•ผ) (JCR 2021)

ํŠนํ—ˆ

โ€ข
ํŠนํ—ˆ๋ช… : ๋ชจ์…˜ ๋ธ”๋Ÿฌ ์ด๋ฏธ์ง€ ๋ณต์› ์žฅ์น˜ ๋ฐ ๋ฐฉ๋ฒ•

ย ํฌํŠธํด๋ฆฌ์˜ค download

2023-09-04 แ„‘แ…ฉแ„แ…ณแ„‘แ…ฉแ†ฏแ„…แ…ตแ„‹แ…ฉ.pdf
3847.3KB
Research(SCI ๋…ผ๋ฌธ, ํŠนํ—ˆ ๋“ฑ)

ํ’‹์‚ด ๊ฒฝ๊ธฐ ์ž๋™ ์ดฌ์˜ ๋ฐ ํŽธ์ง‘ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ

โ€ข
๊ด‘๊ฐ์นด๋ฉ”๋ผ 2๋Œ€ ๊ธฐ๊ณ„ ์–‘ ์˜†์„ ๋ฐ”๋ผ๋ณด๋„๋ก ์„ค์น˜
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image stitching์„ ํ†ตํ•œ ๊ฒฝ๊ธฐ์žฅ ์ „์ฒด ์˜์ƒ ํš๋“
โ€ข
ํŽธ์ง‘ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์ ์šฉ์„ ํ†ตํ•ด ๋ฆฌํ”Œ๋ ˆ์ด ์˜์ƒ ์ƒ์„ฑ
โ€ข
์ดˆ๊ธฐ ๋ชจ๋ธ์€ ๋ผ์ฆˆ๋ฒ ๋ฆฌํŒŒ์ด๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์„ค๊ณ„๋˜์—ˆ์œผ๋‚˜ ์ดํ›„ jetson nano ๋ณด๋“œ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ณ€๊ฒฝ

1. Object Detection

YOLO-v5 ๋ชจ๋ธ ์ ์šฉ
object detection์˜ ์ „ํ†ต์ ์ธ ๋ฌธ์ œ์ธ ์ž‘์€ ๊ฐ์ฒด ์ธ์‹(๊ณต)์— ๋Œ€ํ•œ ์„ฑ๋Šฅ์ด ๋‚ฎ์€ ๋ฌธ์ œ

2. Tracking

Deep-SORT ์•Œ๊ณ ๋ฆฌ์ฆ˜ ํ™œ์šฉ
์ž‘์€ ๊ณต ๊ฐ์ฒด์— ๋Œ€ํ•œ ์„ฑ๋Šฅ ํ–ฅ์ƒ์€ ๊ณ„์†ํ•ด์„œ ๊ฐ€์ ธ๊ฐ€์•ผ ํ•˜๋Š” ๋ฌธ์ œ๋ผ๊ณ  ํŒ๋‹จ
์‚ฌ๋žŒ ๊ฐ์ฒด๋“ค์—๊ฒŒ Deep-SORT๋ฅผ ์ ์šฉํ•ด ์ด๋™๋Ÿ‰์„ ๊ณ„์‚ฐํ•ด ๋ฆฌํ”Œ๋ ˆ์ด ์˜์ƒ ์•Œ๊ณ ๋ฆฌ์ฆ˜์— ์ ์šฉํ•ด๋ณด๊ณ ์ž ํ•จ.
๊ฐ„๋‹จํ•˜๊ณ  ์„ฑ๋Šฅ์ด ์ข‹์€ ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด์ง€๋งŒ, ID switching์ด ๋„ˆ๋ฌด ๋งŽ์ด ๋ฐœ์ƒํ–ˆ๋‹ค.
์šฐ๋ฆฌ์˜ ์˜์ƒ์€ ์‚ฌ๋žŒ์ด 13๋ช…์—์„œ ๋งŽ์•„๋ดค์ž 17~18๋ช…์˜ ์‚ฌ๋žŒ์ด ๋“ฑ์žฅํ•˜๋ฏ€๋กœ id switching์„ ๊ฐ€๋Šฅํ•œ ์ตœ์†Œํ™”
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2023 ์˜คํ”ˆ์†Œ์Šค ์ปจํŠธ๋ฆฌ๋ทฐ์…˜ ์•„์นด๋ฐ๋ฏธ [Git ํ™œ์šฉ ๋ฐ DevOps / MLOps]
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2023.07.07 ~ 2023.08.19
Git๊ณผ Azure์„ ํ†ตํ•œ DevOps ๋ฐ MLOps ์šด์˜ ๊ต์œก
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SNU study 11๊ธฐ
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2022.02.15 ~ 2022.0509
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2021.03 ~ 2021.12
๋”ฅ๋Ÿฌ๋‹ ๋ฉ˜ํ† ๋ง ๋‹ด๋‹น
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์ปดํ“จํ„ฐ ๋น„์ „ ๋…ผ๋ฌธ ์ฝ๊ธฐ & ๊ตฌํ˜„ ์Šคํ„ฐ๋””
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2021.01.16 ~ 2021.07
Team Pytorch
์Šคํ„ฐ๋””
AI ๊ธฐ์ˆ ํ™œ์šฉ (๊ณ ๊ธ‰) ์‹œ๊ฐ์ง€๋Šฅ ๊ณผ์ •
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2020.10.10 ~ 2020.12.13
OpenCVํ™œ์šฉ ์˜์ƒ๋ฐ์ดํ„ฐ์ฒ˜๋ฆฌ ๋ฐ ์ปดํ“จํ„ฐ๋น„์ „ ๊ด€๋ จ CNN๋ชจ๋ธ ๊ต์œก
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๋ฐ์ดํ„ฐ ์ฒญ๋…„์บ ํผ์Šค ์ˆ˜๋ฃŒ
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2020.06.22~ 2020.09.18
๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ฐ ์ „์ฒ˜๋ฆฌ, ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ๊ฐœ๋ฐœ ๋‹ด๋‹น
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2023.07.14
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Samsung SW Certi. Pro
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Data Science Level 2
2024.05
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2023.01.08
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