質問編集履歴
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コード追加
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@@ -19,6 +19,122 @@
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### 該当のソースコード
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```python
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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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import random, math
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root_dir = "C:/Users/yurus/Desktop/lab/Training2"
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categories = ["Apple Braeburn","Apple Crimson Snow","Apple Golden1","Apple Golden2",
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"Apple Golden3","Apple Granny Smith","Apple Pink Lady","Apple Red1",
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"Apple Red2","Apple Red3"]
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X = []
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Y = []
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def make_sample(files):
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global X, Y
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X = []
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Y = []
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for cat, fname in files:
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add_sample(cat, fname)
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return np.array(X), np.array(Y)
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def add_sample(cat, fname):
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img = Image.open(fname)
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img = img.convert("RGB")
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img = img.resize((150, 150))
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data = np.asarray(img)
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X.append(data)
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Y.append(cat)
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allfiles = []
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for idx, cat in enumerate(categories):
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image_dir = root_dir + "/" + cat
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files = glob.glob(image_dir + "/*.jpg")
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for f in files:
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allfiles.append((idx, f))
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random.shuffle(allfiles)
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th = math.floor(len(allfiles) * 0.8)
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train = allfiles[0:th]
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test = allfiles[th:]
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X_train, y_train = make_sample(train)
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X_test, y_test = make_sample(test)
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xy = (X_train, X_test, y_train, y_test)
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np.save("C:/Users/yurus/Desktop/lab/fruit_test.npy", xy)
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こちらはデータを保存したときのコードです↑
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```
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