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[D] Best way to convert traditional images into MNIST format, for testing purposes on a CNN trained by MNIST dataset?

I have just trained my first CNN network by using the MNIST dataset, it is the most famous handwriting dataset. However, instead of using their testing images, I want to utilize my own 28×28 testing images.

The rationale behind this, is that I want to make a handwriting recognition program, so obviously I need a way to convert traditional image format to the one-dimensional MNIST format, so that the CNN can read it.

What is the best way to accomplish this task?

submitted by /u/Fengax
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.