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๋ชฉ๋กCNN (1)

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CNN (Convolutional Neural Network)

https://wikidocs.net/64066 1) ํ•ฉ์„ฑ๊ณฑ ์‹ ๊ฒฝ๋ง(Convolution Neural Network) ํ•ฉ์„ฑ๊ณฑ ์‹ ๊ฒฝ๋ง(Convolutional Neural Network)์€ ์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ์— ํƒ์›”ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์ด๋Š” ์‹ ๊ฒฝ๋ง์ž…๋‹ˆ๋‹ค. ์ด ์ฑ…์˜ ์ฃผ์ œ๋Š” ์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ๊ฐ€ ์•„๋‹ˆ๋ผ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ์ด๊ธฐ ... wikidocs.net ์œ„ ๋ธ”๋กœ๊ทธ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ํ•„์‚ฌํ•˜๋ฉฐ ๊ณต๋ถ€ 1. ํ•ฉ์„ฑ๊ณฑ ์‹ ๊ฒฝ๋ง (Convolution Neural Network) - ์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ์— ํƒ์›”ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์ด๋Š” ์‹ ๊ฒฝ๋ง - ํ•ฉ์„ฑ๊ณฑ ์‹ ๊ฒฝ๋ง์€ ํฌ๊ฒŒ ํ•ฉ์„ฑ๊ณฑ์ธต(Convolution Layer)๊ณผ ํ’€๋ง์ธต(Pooling Layer)๋กœ ๊ตฌ์„ฑ๋œ๋‹ค. - ์œ„ ๊ทธ๋ฆผ์—์„œ CONV๋Š” ํ•ฉ์„ฑ๊ณฑ ์—ฐ์‚ฐ์„ ์˜๋ฏธํ•˜๊ณ , ํ•ฉ์„ฑ๊ณฑ ์—ฐ์‚ฐ์˜ ๊ฒฐ๊ณผ๊ฐ€ ํ™œ์„ฑํ™” ํ•จ์ˆ˜ ReLU๋ฅผ ์ง€๋‚œ๋‹ค. - ์ด ๋‘ ๊ณผ์ •..

Computer ๐Ÿ’ป/Deep Learning 2021. 10. 26. 14:10