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I want to use R to classify high res aerial images (4 band tiffs). The images are of residential food gardens in Portland. I want to train a model to be able to identify if there is a food garden present. The images are GTIFF, I was wondering what the best format would be for classification.

Example of an image with a food garden(bottom-left):

enter image description here

Example of an image without a food garden:

enter image description here

I would like to do this classification with Keras, but am open to other methods.

Any input is appreciated.

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