Mediapipe is a Google powered machine learning solution covering face detection task as well. It focuses on live and streaming…
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…
Gradient Boosting vs Adaboost
Boosting makes decision trees cool again. Here, gradient boosting and adaboost are the most common boosting techniques for decision tree…
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.…
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…
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…
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…
A Gentle Introduction to Cypher Queries in Neo4j
Graph databases are very powerful tools to store entities and its relations. Those data stores also offer to reveal some…
Large Scale Face Recognition with Pinecone Vector Database
A production-driven facial recognition pipeline comes with the common concerns about how to store the vector embeddings. Because vectors are…
