Homomorphic Facial Recognition with TenSEAL

Facial recognition requires high privacy concerns. Blindly use of facial data can cause the stolen of the credentials and lead…

Singleton Design Pattern in Machine Learning

Design patterns are the best practices in a software engineering but they are mostly missing in machine learning studies. Software…

Parallelism is a must for a production-driven application. Even though python programming language is pretty, its parallelism module might be…

Facial recognition, reverse image search or natural language processing are all based on vector embeddings. Graphs are powerful way to…

Graph databases are very powerful tools to store entities and its relations. Those data stores also offer to reveal some…

A production-driven facial recognition pipeline comes with the common concerns about how to store the vector embeddings. Because vectors are…

InsightFace entered to the facial recognition world with two spectacular modules: its face recognition model ArcFace, and its face detection…

A common mistake is to classify logistic regression algorithm as a non-linear machine learning model. In this post, we are…

Graph databases come with the power of discovering relations hard to find. Here, Neo4j is a cool graph database. As…

Determining the architecture is a significant stage for production driven purposes. Herein, a facial recognition pipeline comes with wide product…