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python - How do I loop over the Devanagari Handwritten Digits/Characters Dataset and simultaneously input my data to training and testing sets?


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I assume something like this can be implemented, after going through the dataset link:

import os
import numpy as np

X_train = []
y_train = []

for i in range(10):
    dir="DirectoryName/Train/digit_{0}".format(i)
    print(i,":",len(os.listdir(dir)))
    for j in os.listdir(dir):
        X_train.append(plt.imread(dir+"/"+j))
        y_train.append(i)

X_train = np.asarray(X_train)
y_train = np.asarray(y_train)

Similarly for the characters directory - train/test


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