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2024-1 Data Patter Recognition Term Project: Image Binary Classifier

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๐Ÿ™Œ Please click the Colab below to check project details

์ˆ˜ํ–‰ ๊ธฐ๊ฐ„, ๋ชจ๋ธ ํ•™์Šต ๋ฐ ๊ฒฐ๊ณผ๋ฅผ ํฌํ•จํ•œ ํ”„๋กœ์ ํŠธ ์„ธ๋ถ€์‚ฌํ•ญ์€ ์•„๋ž˜ Colab๋งํฌ๋ฅผ ํ†ตํ•ด์„œ ํ™•์ธํ•ด์ฃผ์„ธ์š”!

https://colab.research.google.com/drive/1SHZLikX2lxOFNJqKXDNEG3tK458RIFhq?usp=sharing


๐Ÿ‘จโ€๐ŸŽจ ๋กœ๋Œ•๊ณผ ์Ÿˆ์ฝ”๋ฉ”ํ‹ฐ ์ž‘ํ’ˆ ๋ถ„๋ฅ˜๊ธฐ

  • ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰ ์‹œ๊ธฐ: 2024.05.17 ~ 2024.05.29
  • ํฌ๋กค๋ง์„ ํ†ตํ•œ ๊ตฌ๊ธ€ ์ด๋ฏธ์ง€ ์ˆ˜์ง‘ & ์ง์ ‘ ์ดฌ์˜ํ•œ ์ด๋ฏธ์ง€ augmentation
  • VGG16 fine tuning

๐Ÿ’ญ ํšŒ๊ณ 

  • vscode๊ฐ€ ์•„๋‹Œ colab ํ™˜๊ฒฝ์—์„œ์˜ ์ ์‘์ด ์ดˆ๊ธฐ๋ถ€ํ„ฐ ์ด ํ”„๋กœ์ ํŠธ๋ฅผ ํ—˜๋‚œํ•˜๊ฒŒ ๋งŒ๋“ค์–ด๋ƒˆ์ง€๋งŒ ์ด๊ฒจ๋ƒˆ์Šต๋‹ˆ๋‹ค.
  • ์ฒ˜์Œ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ, ๋ฐ์ดํ„ฐ ๋ถ„๋ฅ˜ ๋ฐ ๋ชจ๋ธ ํ•™์Šต ์„ ๊ฒฝํ—˜ํ•˜๋ฉด์„œ ์ธ๊ณต์ง€๋Šฅ์ด๋ผ๋Š” ์ƒˆ๋กœ์šด ์„ธ๊ณ„๋กœ์˜ ํ•œ ๊ฑธ์Œ์ด์—ˆ์Šต๋‹ˆ๋‹ค!
  • ์ด์ œ...๋”ฅ๋Ÿฌ๋‹ ์กฐ๊ธˆ...์•ˆ๋‹ค๊ณ  ํ•  ์ˆ˜ ์žˆ์„์ง€๋„โ‰๏ธ
  • colab ์• ์„œ ๋‚˜์•„๊ฐ€ ๊ฐ„๋‹จํžˆ ์›น์‚ฌ์ดํŠธ๋ฅผ ๋งŒ๋“ค์–ด์„œ ๋ทด๋ฅ˜๊ธฐ ์ž‘๋™์„ ์‹œ๊ฐํ™”ํ–ˆ์œผ๋ฉด ๋” ์ข‹์•˜๊ฒ ๋‹ค๋Š” ์•„์‰ฌ์›€์ด ๋‚จ์Šต๋‹ˆ๋‹ค.

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2024-1 Data Patter Recognition Term Project: Image Binary Classifier

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