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How to create a model that will generate a similar pattern/image? And how sould I address it, if I only have 400 exmples after the augmentation.

This is the kind of data I have (16X16)
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0
0,0,0,0,1,5,2,2,1,0,0,0,0,0,0,0
0,0,0,0,1,2,3,3,1,0,1,1,1,0,0,0
0,0,0,0,1,2,3,2,1,0,1,7,1,0,0,0
0,0,0,0,1,1,1,2,1,1,1,7,1,0,0,0
0,0,0,0,0,1,1,2,2,2,2,7,1,0,0,0
0,0,0,0,0,1,2,2,2,1,2,2,1,0,0,0
0,0,0,0,0,1,2,2,2,1,1,1,1,0,0,0
0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0

I tried to go for DL but I can't get my hand on an example.

Cheers :))

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