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Import Image & Image Clustering

How can I detected patterns from images and clustering them? I want to clustered several images. But I don't know how to change it to dataset or else I should do. I already using "Read Image Meta Data" to import the images and its kinda works. But I still can't cange it to table. I want to make it like the "sonar" sample data in rapidminer. I haven't find the best way fot it, and I need it for my thesis

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