In today’s data-driven world, the ability to efficiently search and analyze vast amounts of information is crucial for many applications. … More
Tag: nearest neighbour
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
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
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
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
Deep Face Recognition with Hadoop and Spark
Large scale face recognition is always a challenging task. Nowadays, hadoop based approaches become a de-facto standard for solutions. This … More
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
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
