CNN Tutorial for Satellite Images

I'm looking for a CNN deep learning tutorial for classifying satellite images using R. I found a great tutorial that's easy to follow here but it's not for CNN. Everything I can find online uses existing training datasets which doesn't help me. Any suggestions?

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