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############################# | |
# tensorflow2.2のu-net(binary-classification)の実装例 | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import matplotlib.pylab as plt | |
import os | |
import numpy as np | |
import pdb | |
import copy |
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############################# | |
# tensorflow2.2のauto-encoder(binary-classification)の実装例 | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import matplotlib.pylab as plt | |
import os | |
import numpy as np | |
import pdb | |
import copy |
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############################# | |
# tensorflow2.2のauto-encoderの実装例 | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import matplotlib.pylab as plt | |
import os | |
import pdb | |
#---------------------------- |
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############################# | |
# tensorflow2.2のauto-encoderの実装例 | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import matplotlib.pylab as plt | |
import os | |
import pdb | |
#---------------------------- |
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############################# | |
# tensorflow2.2のauto-encoderの実装例 | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import matplotlib.pylab as plt | |
import os | |
import pdb | |
#---------------------------- |
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############################# | |
# tensorflow2.2でのCNNの実装例 | |
# Subclassing APIを用いる場合 | |
# train_stepをオーバライド | |
############################# | |
import tensorflow as tf | |
import pdb | |
#---------------------------- | |
# データの作成 |
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############################# | |
# tensorflow2のCNNの実装例3(もっとも玄人ぽい) | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import pdb | |
#---------------------------- | |
# データの作成 | |
# 画像サイズ(高さ,幅,チャネル数) |
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############################# | |
# tensorflow2のCNNの実装例3(もっとも玄人ぽい) | |
# Subclassing APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
import pdb | |
#---------------------------- | |
# データの作成 | |
# 画像サイズ(高さ,幅,チャネル数) |
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############################# | |
# tensorflow2のCNNの実装例2(tensorflow 1系ぽい) | |
# Functional APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
#---------------------------- | |
# データの作成 | |
# 画像サイズ(高さ,幅,チャネル数) | |
H, W, C = 28, 28, 1 |
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############################# | |
# tensorflow2のCNNの実装例1(もっとも素人ぽい) | |
# Sequential APIを用いる場合 | |
############################# | |
import tensorflow as tf | |
#---------------------------- | |
# データの作成 | |
# 画像サイズ(高さ,幅,チャネル数) | |
H, W, C = 28, 28, 1 |
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