Random forest classification using sentinel 2 and1

I try classification using two images sentinel 1,2
and I have this problem"source products are of different dimensions"

It is easier when you collocate both products, (create a stack of both) and use this as input for the classification.

Please have a look at this tutorial: Synergetic use of S1 (SAR) and S2 (optical) data

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