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looking for a database to store descriptors of image features

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Hello, I'm looking for a database to store my extracted (surf, sift, orb,...) features. My idea is to use MongoDB as feature store and add each row of image descriptor as document to MongoDB. MongoDB also includes knn and radius serch algorithms, but I can't estimate how it performs on image features (curretly I have descriptors with 61 dimensions and more than 10.000.000 features). Has someone ideas or experiance with mongodb or another socument store? thank you and best regards

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