TensorFlow-MNIST/test.py at master · und3rs/TensorFlow-MNIST · GitHub

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import os

from MNISTTester import MNISTTester

####################
# directory settings
script_dir = os.path.dirname(os.path.abspath(__file__))

data_path = script_dir + '/mnist/data/'
model_path = script_dir + '/models/mnist-cnn'

#####################################
# prediction test with MNIST test set
mnist = MNISTTester(
            model_path=model_path,
            data_path=data_path)

mnist.accuracy_of_testset()
mnist.predict_random()

#################################
# prediction test with image file
# mnist = MNISTTester(model_path)
mnist.predict(script_dir + '/imgs/digit-4.png')
mnist.predict(script_dir + '/imgs/digit-2.png')
mnist.predict(script_dir + '/imgs/digit-5.png')