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How to store millions of images for data analysis?

Hi. I am looking for suggestions how to store ~10 million images. Each image has different size and has heterogenous information attached (basically a dozen key value pairs). They are rather small rarely more than 100kb.

These images will go through some transformation pipeline which will end with Convolutional Neural Network.

I was thinking about mongodb since the image meta data will be natively kept as documents and image as binary data fields.

submitted by mosquit0
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