image-match is a simple (now Python 3!) package for finding approximate image matches from a corpus. It is similar, for instance, to pHash, but includes a database backend that easily scales to billions of images and supports sustained high rates of image insertion: up to 10,000 images/s on our cluster!:
https://github.com/ascribe/image-match