ArcFace is developed by the researchers of Imperial College London. It is a module of InsightFace face analysis toolbox. The … More
Author: Sefik Serengil
A Gentle Introduction to ROC Curve and AUC in Machine Learning
Model evaluation is very important stage of a machine learning pipeline to understand the robustness. Herein, ROC Curves and AUC … More
Large Scale Face Recognition with Elasticsearch
Previously, we have mentioned large scale face recognition with Spotify Annoy, Facebook Faiss and NMSLIB. Those are spectacular but very … More
A Day In The Life of a Data Science Chapter Lead
I recently became a data science chapter lead in my organization. It sounds a cool title, right? Firstly, this is … More
Facial Landmarks for Face Recognition with Dlib
Dlib can incredibly find 68 different facial landmark points including chin and jaw line, eyebrows, nose, eyes and lips. We … More
Face and Background Blurring with OpenCV in Python
Sometimes blurring and anonymizing faces might be required not to recognize identities in the public photos as Google does in … More
Face Recognition with SphereFace in Python
Nowadays, deep learning based face recognition models are accepted as state-of-the-art ones because they dominate the face recognition field. Herein, … More
The Best Places for Cannoli in Istanbul
I have firstly seen Cannoli in the Godfather Part I. The driver of the Don Corleone – Paulie Gatto – … More
Large Scale Face Recognition with NMSLIB
Non-Metris Space Library or shortly NMSLIB is an efficient similarity search package. We have mentioned similarity search solutions of tech … More
Large Scale Face Recognition with Facebook Faiss
Facebook research team developed an amazing product – Faiss – to handle large scale similarity search problem. The name of … More
