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Sefik Ilkin Serengil

Code wins arguments

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Category: Machine Learning

K-NN vs Approximate Nearest Neighbors

In the vast realm of data science and machine learning, the ability to efficiently find similar items or patterns within … More

nearest neighbor, vector embedding

The Rise of Vector Models in Machine Learning

In the rapidly advancing field of machine learning, vector models have emerged as a vital cornerstone for driving breakthroughs in … More

nearest neighbor, vector models

Redis As A Vector Database: Fast Vector Similarity Search with RediSearch

In today’s data-driven world, the ability to efficiently search and analyze vast amounts of information is crucial for many applications. … More

nearest neighbor, nearest neighbour, redis

Vector Similarity Search in PostgreSQL

Whether it’s for facial recognition, content-based image retrieval, or recommendation systems, the ability to search for similar vectors quickly and … More

nearest neighbor, nearest neighbour, postgres, vector

How to Find False Negatives in Facial Recognition with Neo4j

Current cutting-edge facial recognition models offer human-level accuracy. Still, we can improve facial recognition model accuracies if we represent classifications … More

facial recognition, false negative, graph, neo4j

Decide Whom Your Child Looks Like with Facial Recognition: Mommy or Daddy?

Parents do discuss whom their child is looking like but no one can really be convinced about the result with … More

facial recogition

How to Find False Positives in Facial Recognition with Neo4j

Facial recognition models already reached and passed human level accuracy. Still, these cutting-edge models do some clear mistakes when verifying … More

graph, neo4j

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

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

background segmentation, mediapipe, selfie segmentation, virtual background, zoom

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

face detection, facial landmarks, mediapipe

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