INTRODUCTION Enterprise AI refers to the use of artificial intelligence (AI) technologies and models within large-scale … Three Essential Features of Enterprise AIRead more
Technology
A Comparison of Real Time Vision AI Pipelines
Introduction This article is based on our expertise in building AI vision models and deploying them … A Comparison of Real Time Vision AI PipelinesRead more
Video Anonymization: Protect Privacy and Monetize Data
Introduction The global video surveillance market is likely to gain momentum from the increasing usage of … Video Anonymization: Protect Privacy and Monetize DataRead more
Reduce cost and Monetize Video Streaming with AI/ML
Background Video streaming is predicted to account for a staggering 82 percent of the total internet … Reduce cost and Monetize Video Streaming with AI/MLRead more
Impact of AI and ML on video streaming devices for the better TV experience
Background Artificial intelligence (AI), with machine learning (ML) and deep learning (DL) technologies, promises to transform every aspect of businesses, devices, and their usage. In some cases, it enhances the current process, and in some cases replaces them. As video streaming devices (including TV &[…]
Quantization of Neural Network Model for AI Hardware
Background In recent years, deep learning-based Artificial Intelligence (AI) and Machine Learning (ML) models are moving from cloud to the edge devices for various factors such as bandwidth as in Figure-1. Power consumption, latency, hardware size are important aspects for inference at the edge. Moreover, The Models developed in the cloud[…]
