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Image search in database

Hello,

I just start using OpenCv for a personal project and I want to do something similar with Google Image search(not so...pro :) ). I will have a database with products and their images (10k+ images), and I want to give the possibility to users to search by an uploaded image.

I need a starting point of this. How can I store informations about products images and search faster than compare all images and find the best match.

My first thought is to use FLANN, to create an index with all images and use it for searching. Is there an alternative? I'm opened to all your sugestions and advices.

Thanks