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[Week 09] ์ฃผ๊ฐ„ ํšŒ๊ณ 

๐Ÿ“– ์ด๋ฒˆ ์ฃผ์— ๋ฐฐ์šด ๊ฒƒ

  • computer vision์˜ ์ฃผ์š” task
    • instance/panoptic segmentation
    • landmark localization
    • conditional generative model
    • multi-modal learning
    • 3D understanding
  • GitHub ์ œ๋Œ€๋กœ ์‚ฌ์šฉํ•˜๋Š” ๋ฒ•
    • ์ด๊ณ ์ž‰๋‹˜ ํŠน๊ฐ•
    • ๋ฉ˜ํ† ๋ง
  • HCI์  ๊ด€์ 
  • AI์˜ ๊ถ๊ทน์ ์ธ ๋ชฉํ‘œ & ์ ‘๊ทผ๋ฒ•


๐Ÿ–ค ์ด๋ฒˆ ์ฃผ์— ๋Š๋‚€ ๊ฒƒ

์ข‹์•˜๋˜ ์ 

  • Multi-modal ๋ถ„์•ผ์— ๋Œ€ํ•ด ๊ด€์‹ฌ์ด ์ƒ๊ฒผ๋‹ค.
  • HCI์  ๊ด€์ ์— ๋Œ€ํ•ด ์•Œ๊ฒŒ ๋˜์—ˆ๋‹ค. ์ตœ์ข… ํ”„๋กœ์ ํŠธ ์•„์ด๋””์–ด๋ฅผ ๊ตฌ์ƒํ•˜๋Š” ๋ฐ์— ์•„์ฃผ ํฐ ๋„์›€์ด ๋  ๊ฒƒ ๊ฐ™๋‹ค!
  • ์ด๊ณ ์ž‰๋‹˜์˜ ํŠน๊ฐ•๊ณผ ๋ฉ˜ํ† ๋ง ๋•๋ถ„์— GitHub ๊ธฐ๋ณธ๊ธฐ๋ถ€ํ„ฐ ํ˜‘์—… ๋ฐฉ๋ฒ•๊นŒ์ง€ ์ตํž ์ˆ˜ ์žˆ์—ˆ๋‹ค.
  • ์‚ถ์˜ ์ง€๋„์™€ ํฌํŠธํด๋ฆฌ์˜ค๋ฅผ ์ •๋น„ํ–ˆ๋‹ค.
  • ํŒ€ ํ˜‘์—…์˜ ๊ธฐ๋ฐ˜์„ ๋‹ค์ ธ๊ฐ€๊ณ  ์žˆ๋‹ค.
  • ๋งˆ์Šคํ„ฐ ํด๋ž˜์Šค์—์„œ ํ•ด์ฃผ์‹  ๋ง์”€์ด ํŒ€์˜ ๋น„์ „๊ณผ ์ผ์น˜ํ–ˆ๋‹ค.

์•„์‰ฌ์› ๋˜ ์ 

  • ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋ฌธ์ œ๋ฅผ ๊พธ์ค€ํžˆ ํ’€์ง€ ๋ชปํ–ˆ๋‹ค.
  • ํ•  ์ผ์˜ ์šฐ์„ ์ˆœ์œ„์™€ ์‹œ๊ฐ„ ๋ฐฐ์ •์„ ํ•˜์ง€ ์•Š์•„์„œ์ธ์ง€ ๊ณ„ํš์„ ๋‹ค ์ง€ํ‚ค์ง€ ๋ชปํ•œ๋‹ค.
  • ์—ฌ์ „ํžˆ ๊นŠ์ด ์žˆ๋Š” ํ•™์Šต์ด ๋ถ€์กฑํ•˜๋‹ค.
  • ๊ธฐ๋ณธ ๊ณผ์ œ์—์„œ ์‚ฝ์งˆ์„ ๋งŽ์ด ํ–ˆ๋‹ค.


๐Ÿš€ ๋‹ค์Œ ์ฃผ์— ํ•  ๊ฒƒ

  • ๊ทœ์น™์ ์ธ ์‚ถ (+ ์šด๋™)
  • Object detection ๋Œ€ํšŒ
    • GitHub ๋“ฑ์˜ ํ˜‘์—… ํˆด โ€œ์ œ๋Œ€๋กœโ€ ์‚ฌ์šฉํ•˜๊ธฐ (+ ๊ทœ์น™)
    • ๋ณ€์ธ ํ†ต์ œ ์—„๊ฒฉํžˆ ํ•  ๊ฒƒ
    • ์‹œ๊ฐ„ ์ž˜ ์“ฐ๊ธฐ (๋ชจ๋ธ ๋Œ๋ ค๋†“๊ณ  ๋Œ์•„๊ฐ€๋Š” ๊ฑฐ ๋ณด๋ฉด์„œ ๋ฉ ๋•Œ๋ฆฌ์ง€ ๋ง์ž!)
  • ๋‚˜๋งŒ์˜ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋ฌธ์ œ์ง‘ ์ž‘์„ฑ
  • ๊ด€์‹ฌ ๋ถ„์•ผ ๋…ผ๋ฌธ ์„ ์ • & ์ฝ๊ธฐ
  • ์ตœ์ข… ํ”„๋กœ์ ํŠธ ์•„์ด๋””์–ด ๊ตฌ์ฒดํ™”
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