Image similarity using keras

Hi,

From satellite image in google maps, if we select an area such as building or farm (100x100 pixels),
is it possible to find similar looking images (buildings/farms) else where.

Appreciate any feedback.
-Vms

Here’s an example of reverse image search in Keras by doing PCA on the features from VGG16 https://github.com/ml4a/ml4a-guides/blob/master/notebooks/image-search.ipynb - might be a starting point

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Thanks Jon.