質問編集履歴
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内容調整
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●データの整調
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#取り込んだ犬と猫のデータを調整(回転させるなど)
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#取り込んだ犬と猫のデータを調整(回転させるなど)
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from PIL import Image
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import os,glob
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import numpy as np
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classes=["dogs","cats"]
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num_classes = len(classes)
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image_size = 64
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num_testdata = 25
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X_train = []
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Y_train = []
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X_test = []
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Y_test = []
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for index,classlabel in enumerate(classes):
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photos_dir = "./" + classlabel
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files = glob.glob(photos_dir + "/*.jpg")
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for i, file in enumerate(files):
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image = Image.open(file).convert("RGB")
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#image = Image.convert("RGB")
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image = image.resize((image_size, image_size))
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data = np.asarray(image)
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if i < num_testdata:
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X_test.append(data)
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Y_test.append(index)
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else:
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for angle in range(-20, 20, 5):
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img_r = image.rotate(angle)
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data = np.asarray(img_r)
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X_train.append(data)
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Y_train.append(index)
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img_trans = img_r.transpose(Image.FLIP_LEFT_RIGHT)
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data = np.asarray(img_trans)
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X_train.append(data)
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Y_train.append(index)
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X_train = np.array(X_train)
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X_test = np.array(X_test)
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Y_train = np.array(Y_train)
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Y_test = np.array(Y_test)
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xy = (X_train, X_test, Y_train, Y_test)
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np.save("./dog_cat.npy", xy)
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+
```
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input_shapeガおかしいのでしょうが、どう修正すればいいのか??
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