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Sefik Ilkin Serengil

Code wins arguments

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Tag: face recognition

Face Anti-Spoofing for Facial Recognition In Python

In today’s world, facial recognition technology is widely being used for security purposes, but it comes with some vulnerabilities. Imagine … More

anti-spoof, deepface, face recognition, facial recognition, liveness detection, python

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

face recognition, mediapipe, normalization

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 … More

face recognition, nearest neighbor, nearest neighbour, pinecone, vector database

Deep Face Recognition with Neo4j

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

face recognition, graph, neo4j, nosql

Tech Stack Recommendations for Face Recognition

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

face recognition

Deep Face Recognition with Redis

Key value databases come with a high speed and performance where we mostly cannot reach in relational databases. Herein similar … More

face recognition, key value database, nearest neighbor, nearest neighbour, no sql, redis

Deep Face Recognition with Relational Databases and SQL

A face recognition task requires to store multidimensional array and make calculations over it. This task is not mostly matching … More

face recognition, nearest neighbor, nearest neighbour, rdbms, sql

Deep Face Recognition with Cassandra

We mostly need the power of map reduce of no sql databases when the data becomes really big and massive. … More

cassandra, face recognition, nearest neighbor, nearest neighbour, nosql

Deep Face Recognition with mongoDB

Face recognition is mainly based on similarity search on facial embeddings. Researches mostly focus on storing vector representations on memory. … More

face recognition, mongodb, nearest neighbor, nearest neighbour

Deep Face Recognition with ArcFace in Keras and Python

ArcFace is developed by the researchers of Imperial College London. It is a module of InsightFace face analysis toolbox. The … More

arcface, face recognition

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🎭 DeepFace is THE BEST facial recognition library for Python 🐍 It wraps many cutting-edge models that reaches and passes human-level accuracy 💪


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