pytorch

pytorch python

Pytorch 07) - Convolutional Neural Network (2)

Pytorch - 07) Convolutional Neural Network (2) ์ด๋ฒˆ์—๋Š” ์ฝ”๋“œ๋กœ ๊ตฌํ˜„ํ•ด๋ณด์ž. ```python class LeNet(nn.Module): def __init__(self): super().__init__() # ํ‘๋ฐฑ์ด๋ผ 1์ฑ„๋„, 20๊ฐœ ํŠน์ง• ์ถ”์ถœ, filter ํฌ๊ธฐ, stride 1 se...

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pytorch python

Pytorch 06) - Convolutional Neural Network (1)

Pytorch - 06) Convolutional Neural Network (1) ## Convolutional Neural Network (CNN) ### Fully Connected Layer์˜ ๋ฌธ์ œ์  Convolutional Neural Network (์ดํ•˜ CNN)์€ ์ด๋ฏธ์ง€, ๋น„๋””์˜ค, ํ…์ŠคํŠธ, ์‚ฌ์šด๋“œ๋ฅผ ๋ถ„๋ฅ˜ํ•˜๋Š” ๋”ฅ๋Ÿฌ๋‹์—์„œ ๊ฐ€์žฅ ๋งŽ์ด ์‚ฌ์šฉ๋˜๋Š” ...

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pytorch python

Pytorch 05) - Image Recognition

Pytorch - 05) Image Recognition ๋งˆ์ง€๋ง‰์œผ๋ฃจ๋‹ค๊ฐ€ ์†๊ธ€์”จ ๋ถ„๋ฅ˜ํ•ด๋ณด๋Š” ์‹ค์Šต์„ ํ•ด๋ณด๊ฒ ์Šต๋‹ˆ๋‹ค. ### Dataset ```python import torch import matplotlib.pyplot as plt import numpy as np from torch import nn from torch.nn import functi...

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pytorch python

Pytorch 04) - Deep Nueral Network

Pytorch - 04) Deep Neural Network ## Deep Neural Network ์ด์ „ [Perceptron](https://yceffort.github.io/2019/02/19/pytorch-03-perceptron.html)์—์„œ ํ•œ๊ฐœ์˜ Perceptron์œผ๋กœ๋Š” XOR์—ฐ์‚ฐ์„ ํšจ๊ณผ์ ์œผ๋กœ ๋ถ„๋ฅ˜ํ•˜์ง€ ๋ชปํ•œ๋‹ค๋Š” ๊ฒƒ์„ ์ด์•ผ๊ธฐ ํ–ˆ์—ˆ๋‹ค. ![p...

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pytorch python

Pytorch 03) - Perceptron

Pytorch - 03) Perceptron ## Perceptron (๋งˆ์ง€๋ง‰ ์ •๋ฆฌ๊ฐ€ ๋˜๊ธธ ๋ฐ”๋ผ๋ฉฐ) Perceptron์€ ์šฐ๋ฆฌ ๋‘๋‡Œ (๋‰ด๋Ÿฐ)์˜ ์ธ์ง€๋Šฅ๋ ฅ์„ ๋ชจ๋ฐฉํ•˜๋„๋ก ๋งŒ๋“  ์ธ์œ„์ ์ธ ๋„คํŠธ์›Œํฌ๋‹ค. ![perceptron](https://cdn-images-1.medium.com/max/1600/1*_Zy1C83cnmYUdETCeQrOgA.png) ํผ์…‰ํŠธ...

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