Normalization for Facial Recognition with MediaPipe

Detection and alignment are important early mandatory stages of a modern facial recognition pipeline. However, face detection depends on extracting … More

Virtual Background with Mediapipe

Are you using virtual backgrounds in your online meetings? The answer is probably yes. We can join meetings with such … More

Deep Face Detection with Mediapipe

Mediapipe is a Google powered machine learning solution covering face detection task as well. It focuses on live and streaming … More

A Gentle Introduction to Student’s T-Test

Guinness is a tasty dark stout beer. It contributed a fundamental tool in science and statistics beyond its taste. In … More

Gradient Boosting vs Adaboost

Boosting makes decision trees cool again. Here, gradient boosting and adaboost are the most common boosting techniques for decision tree … More

Random Forest vs Gradient Boosting

Tree-based algorithms are very promising in daily data science problems but their some extended adaption makes them so popular nowadays. … More

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 … More

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 … More

Handling Hang in Python Multiprocessing

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

Graph Embeddings in Neo4j with GraphSAGE

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