Welcome to UnoBOTics 馃憢
Hi, this is Venkata Ravuri. I 馃挄 blogging & open source, have passion for learning and sharing knowledge with others as public as possible. Other than writing about AI/ML, I’m an AI Engineer & Technical Architect at VMware.
馃殌 Accelerate machine learning model inferences by a factor of 6 using PyTorch and NVIDIA TensorRT on GPU.
In this ariticle, we dive deep into Visual similarity search, text semaitic search and audi search concepts and build a unified corpous store (text,image & audio) using vector embeddings and vector databases. Overview As users use high quality search engines such as Google, Bing, they have similar expectations when they use search functionality in an application for blazing fast and highly relevant search results. Serarch now a days is not just limited to text, users want to find similar images based on a image & its cotents (visual similarity seaarch), also search content within videos and audios quickly....
馃攷 A Visual Similarity Search 馃憰, Text Semanitic Search 馃摉 and Audio Search 馃帳 Engine using Embeddings and Vector DB
In this ariticle, we dive deep into Visual similarity search, text semaitic search and audi search concepts and build a unified corpous store (text,image & audio) using vector embeddings and vector databases. Overview As users use high quality search engines such as Google, Bing, they have similar expectations when they use search functionality in an application for blazing fast and highly relevant search results. Serarch now a days is not just limited to text, users want to find similar images based on a image & its cotents (visual similarity seaarch), also search content within videos and audios quickly....