I have looked around for algorithms to create a fingerprint or something that will allow me to do a simple query when a new image is uploaded, time is relatively not an issues, if it takes 1 second to create the fingerprint it will take 150 days to create the fingerprints but it will be a great deal in saving that we might even get 3 or 4 servers to do it. What is happening is that at the end we find ourselves creating two different times the same logo when we could simply copy/paste the already created one or at least suggest it as a possible starting point for the artists. The files are often very similar to each other, for example two different companies can send us two different images, a JPG and a GIF, both with the McDonald Logo, with months between the submissions. My company take an image and create a version that can be utilized by our vendors.
I have over 1.3milion images that I have to compare with each other, and a few hundreds per day are added.
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