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hello everyone in this video we are going to mention homomorphic facial recognition with tan seal and deep face libraries you can find out more information about this topic on my blog iamp;#39;m also going to share this link in the description of the video homomorphic encryption enables to make calculations on encrypted data in our use case we are going to encrypt facial embeddings with homomorphic encryption algorithm and then store them in a cloud system even though the cloud system doesnamp;#39;t know the secret gauge it will be able to find the euclidean distance value between two encrypted vectors we are going to need two requirements in the study one is tan shield you can this package with pip cancel command iamp;#39;m going to define its alias sts the second is the face we can import this requirement as from deep face import deep face you can this requirement as pip deep face command as well iamp;#39;m going to find the embeddings of facial images first the path of the first
