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Dr. James McCaffrey of Microsoft Research details the 'Hello World' of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset.
An example of visualization of the MNIST classification outcome using CNN models is shown in Fig 2 below (See visualization at front end here).