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์˜คํ”ˆ๋žฉ 7๊ธฐ ์™ผ์ชฝ๋ˆˆ๋žฉ

์‚ฌ๋‹จ๋ฒ•์ธ ํ•œ๊ตญ์ธ๊ณต์ง€๋Šฅ์—ฐ๊ตฌ์†Œ

2020๋…„ 9์›” 12์ผ ~ 12์›” 12์ผ

1. Object Detection Paper Review

  • RCNN
  • Fast RCNN
  • Faster RCNN
  • YOLO

2. CNN Architecture Practice with Pytorch

  • Base CNN
  • ResNet

3. Project

  • Chest X-ray
  • YOLOv5
  • ์‹ค์ œ Ground Truth์™€ ๊ฐ Epoch๋ณ„ ํ•™์Šต๊ฒฐ๊ณผ

  • ํ•œ์ชฝ ์‹ฌ์žฅ์ด ๋ถ€ํ’€์–ด์žˆ๋Š” ์ฆ์ƒ ์‹ฌ๋น„๋Œ€(Cardiomegaly) ์˜ˆ์ธก ๊ฒฐ๊ณผ

  • ๋‹ค๋ฅธ ์ฆ์ƒ ์˜ˆ์ธก ๊ฒฐ๊ณผ

  • Limitation

์‚ฌ์šฉํ•œ ๋ฐ์ดํ„ฐ์…‹์ด ์ฆ์ƒ ๋ถ„๋ฅ˜(Classification)๋ฅผ ํ•˜๊ณ  ๊ทธ ๊ฒฐ๊ณผ๋กœ ๋ผ๋ฒจ๋ง๋œ ๋ฐ์ดํ„ฐ์…‹์ด๋ผ ๊ฐ ์ด๋ฏธ์ง€์— ๊ฑฐ์˜ ํ•˜๋‚˜์˜ ๋ผ๋ฒจ๋กœ๋งŒ ๊ตฌ์„ฑ

๊ตฌ์ถ•ํ•œ ๋ชจ๋ธ์€ ์˜์‹ฌ๋˜๋Š” ๋ชจ๋“  ์ฆ์ƒ์„ ์˜ˆ์ธกํ•˜์—ฌ mAP๊ณ„์‚ฐ์—์„œ๋Š” ๋‹ค ์ž˜๋ชป ์ฐพ์•˜๋‹ค๊ณ  ํŒ๋‹จ(๋ณด์ˆ˜์ ์ธ ๋ชจ๋ธ)

4. ํ™œ๋™๋‚ด์šฉ์ƒ์„ธ

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