Before revision:  The benchmark dataset employed here is the MNISTdataset , which consists in binary images of digits .
After revision:  The benchmark dataset employed here is the MNISTdataset , which consists in binary images of handwritten digits and is a standard dataset to validate image-processing methodologies .