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ohkingtaek/README.md

Wang-Taek Oh @oh_kingtaek

  • PortFolio
  • CV
  • Interests : Computer Vision, Image Restoration, Action Classification, MultiModal Learning, Model Pruning, MLOps

๐Ÿ› ๏ธTech Stack๐Ÿ› ๏ธ๏ธ

ย  ย  ย  ย  ย  ย  ย  ย  ย  ย 

๐Ÿ’ผ Career

๐Ÿ“œ Publication

  • CAIR: Fast and Lightweight Multi-Scale Color Attention Network for Instagram Filter Removal Top-tier
    Woon-Ha Yeo1, Wang-Taek Oh, Kyung-Su Kang, Young-Il Kim, Han-Cheol Ryu* (2022). European Conference on Computer Vision (ECCV) Workshop. [Link] [Code]
  • CLAN: NTIRE 2023 Image Shadow Removal Challenge Report
    Woon-Ha Yeo, Wang-Taek Oh, Yeo-Reum Lee, Han-Cheol Ryu* (2023). Computer Vision and Pattern Recognition Conference (CVPR) Workshop. [Link]

๐Ÿ† Competition

  • DNA+ ๋“œ๋ก ์ฑŒ๋ฆฐ์ง€: ์ง€์ •๊ณต๋ชจII ์‹ค์‹œ๊ฐ„ AI ์„œ๋น„์Šค ์ฑŒ๋ฆฐ์ง€ ๊ณผํ•™๊ธฐ์ˆ ์ •๋ณดํ†ต์‹ ๋ถ€ ์žฅ๊ด€์ƒ ๋Œ€์ƒ, ETRI [Link]
  • DNA+ ๋“œ๋ก ์ฑŒ๋ฆฐ์ง€: ์ง€์ •๊ณต๋ชจI ์‹ค์‹œ๊ฐ„ ๋“œ๋ก  ์„œ๋น„์Šค ์ฑŒ๋ฆฐ์ง€ ํ•œ๊ตญ๋ฌด์ธ์ด๋™์ฒด์—ฐ๊ตฌ์กฐํ•ฉ ํฌ๋Ÿผ์ƒ, ETRI [Link]
  • Dacon: ์›”๊ฐ„ ๋ฐ์ด์ฝ˜ ์ˆซ์ž 3D ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ AI ๊ฒฝ์ง„๋Œ€ํšŒ 2๋“ฑ/165 (2%) [Link] [Code]
  • Dacon: AI ์–‘์žฌ ํ—ˆ๋ธŒ ์ธ๊ณต์ง€๋Šฅ ์˜คํ”ˆ์†Œ์Šค ๊ฒฝ์ง„๋Œ€ํšŒ 7๋“ฑ/124 (6%) [Link] [Code]

๐Ÿ“Š Projects

  • K-Logo Gen: ๋กœ๊ณ  ์ƒ์„ฑ ํ”„๋กœ์ ํŠธ [Code] [Video]
    • Sponsor: Naver Connect Foundation
    • Date: Feb. 2024 to Apr. 2024
  • Hand Bone Image Segmentation: ์† ๋ผˆ ์ด๋ฏธ์ง€ ๋ถ„ํ•  ํ”„๋กœ์ ํŠธ [Code]
    • Sponsor: Naver Connect Foundation
    • Date: Feb. 2024
  • Character Segmentation: ๊ธ€์ž ๊ฒ€์ถœ ํ”„๋กœ์ ํŠธ (Data-Centric) [Code]
    • Sponsor: Naver Connect Foundation
    • Date: Jan. 2024 to Feb. 2024
  • Trash Detection: ์žฌํ™œ์šฉ ํ’ˆ๋ชฉ ๋ถ„๋ฅ˜๋ฅผ ์œ„ํ•œ Object Detection ํ”„๋กœ์ ํŠธ [Code]
    • Sponsor: Naver Connect Foundation
    • Date: Jan. 2024
  • Mask Classification: ๋งˆ์Šคํฌ ์ƒํƒœ ๋ถ„๋ฅ˜ ํ”„๋กœ์ ํŠธ [Code]
    • Sponsor: Naver Connect Foundation
    • Date: Dec. 2023
  • ์ˆ˜๊ณ„ ์ธ๋ช… ์ƒํ™ฉ์˜ ์ •ํ™•ํ•œ ๋ชจ๋‹ˆํ„ฐ๋ง์„ ์œ„ํ•œ AI ๊ธฐ๋ฐ˜ ๊ฐ์ฒด ์ถ”์  ์—ฐ๊ตฌ: ์ˆ˜๊ณ„ ๋‚ด ์‚ฌ๋žŒ ํƒ์ง€ ๋ชจ๋ธ๊ณผ ํ•ด์•ˆ๊ฐ€์—์„œ ๋–จ์–ด์ง„ ๊ฑฐ๋ฆฌ ์ธก์ • ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ฐœ๋ฐœ
    • Sponsor: ํ•œ๊ตญ์—ฐ๊ตฌ์žฌ๋‹จ
    • Date: Jan. 2023 to Dec. 2023
  • ์„ผ์„œ ๊ธฐ๋ฐ˜์˜ ์ธํ„ฐ์•กํ‹ฐ๋ธŒ ํ™˜๊ฒฝ์—์„œ ๋…ธ์ธ ์ธ์ง€-์šด๋™ ํ›ˆ๋ จ ํ”„๋กœ๊ทธ๋žจ ๊ฐœ๋ฐœ: ๋…ธ์ธ ์ธ์ง€-์šด๋™ ํ›ˆ๋ จ ํ”„๋กœ๊ทธ๋žจ ๊ฐœ๋ฐœ
    • Sponsor: ํ•œ๊ตญ์—ฐ๊ตฌ์žฌ๋‹จ
    • Date: Sep. 2021 to Oct. 2023
  • ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ์˜์ƒ ๊ต์ฒด ์‹œ์Šคํ…œ [Code]
    • Date: Apr. 2023 to Jun. 2023
  • ์ธ๊ณต์ง€๋Šฅ ๊ธฐ๋ฐ˜ ๋ฐฉ๋ฌธ์ž ๊ด€๋ฆฌ ์‹œ์Šคํ…œ [Code]
    • Sponsor: CNAI
    • Date: Mar. 2023 to Jun. 2023
  • ์Šค๋งˆํŠธ ํ™ˆ ์นด๋ฉ”๋ผ๋ฅผ ์ด์šฉํ•œ ์ธ๊ณต์ง€๋Šฅ๊ธฐ๋ฐ˜ ์˜์œ ์•„ ์ด์ƒ ์ง•ํ›„ ๋ฐ ์ •์ƒ ์šด๋™๋ฐœ๋‹ฌ ๋ชจ๋‹ˆํ„ฐ๋ง ์—ฐ๊ตฌ: ์ธ๊ณต์ง€๋Šฅ ๊ธฐ๋ฐ˜ ์˜์œ ์•„ ์ด์ƒ ์ง•ํ›„ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ
    • Sponsor: ํ•œ๊ตญ์—ฐ๊ตฌ์žฌ๋‹จ
    • Date: Jun. 2022 to Oct. 2023
  • ๊ฑด์„คํ˜„์žฅ์˜ ์œ„ํ—˜์š”์†Œ ๊ฐ์ง€๋ฅผ ์œ„ํ•œ ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ์˜์ƒ๋ถ„์„ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ
    • Sponsor: ํ•œ๊ตญ์—ฐ๊ตฌ์žฌ๋‹จ
    • Date: Mar. 2022 to Feb. 2023
  • ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ํ…Œ๋ผํ—ค๋ฅด์ธ  ์ด๋ฏธ์ง€ ํ•ด์ƒ๋„ ๋ฐ ํƒœ๊ทธ ์ธ์‹๋ฅ  ํ–ฅ์ƒ ๊ธฐ์ˆ  ๊ฐœ๋ฐœ
    • Sponsor: ํ•œ๊ตญ์ „์žํ†ต์‹ ์—ฐ๊ตฌ์›
    • Date: Jun. 2022 to Nov. 2023

๐ŸŽ“ Education & Experience

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