If a neural network say CNNs, are tasked with identifying the numbers, it is supposed to do this easily considering its reputation with image classification tasks. The above image has digits in two styles. CNNs can achieve reasonably good accuracy (98%) when trained and evaluated on the source domain (SVHN). However, the same CNN model…

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