diginori/cup_deeplearning_seminar

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cup_deeplearning_seminar's Issues

마지막 시간 - VGG16

https://github.com/dhrim/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/VGG16_classification_and_cumtom_data_training.ipynb

4

https://github.com/dhrim/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/mnist_dnn.ipynb

퀴즈

1교시에서

import numpy as np
import pandas as pd

import tensorflow as tf
from tensorflow import keras

import numpy as np
import matplotlib.pyplot as plt

import time

x1 = np.arange(0, 10, 0.1)
np.random.shuffle(x1)
x2 = np.arange(0, 10, 0.1)
np.random.shuffle(x2)

x = np.ones((x1.shape[0],2))
x[:,0] = x1
x[:,1] = x2
np.random.shuffle(x)

y = np.sum(x, axis=1)


s = int(x.shape[0]*0.6)
train_x, test_x = x[:s], x[s:]
train_y, test_y = y[:s], y[s:]

(3 * 3 * 32 ) + 1 ) * 64 = 184964

2교시

https://github.com/diginori/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/iris_dnn_and_optimizer_practice.ipynb

꽃 모양

5 컬러 이미지

https://github.com/dhrim/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/mnist_cnn.ipynb

https://colab.research.google.com/github/dhrim/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/mnist_cnn.ipynb

cifar10_cnn.ipynb

https://github.com/dhrim/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/ #cifar10_cnn.ipynb

3교시

https://github.com/dhrim/cup_deeplearning_seminar/blob/master/교육자료/deep_learning/iris_dnn_with_category_index.ipynb

1교시

https://github.com/diginori/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C_keras_and_dnn.md

요기에서

https://github.com/diginori/cup_deeplearning_seminar/blob/master/%EA%B5%90%EC%9C%A1%EC%9E%90%EB%A3%8C/deep_learning/keras_and_dnn.ipynb

걸

https://colab.research.google.com

으로 갖고 가서 실습