Image classification using Deep Neural Networks

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Hello all, I am trying to work with Google street house view numbers image dataset for classification using the convolutional network. My problem is I have downloaded the dataset and the images are already divided into training and test folders but I don't know how to load and initialize the train and test images. Can anyone help?

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