Introduction The global video surveillance market is likely to gain momentum from the increasing usage of … Video Anonymization: Protect Privacy and Monetize DataRead more
Technology
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[…]
Smart Retail – Digital Transformation of Retail Business
Background Retail is going through a massive transformation in multiple fronts. Online Stores are racing ahead with several advantages compared to Offline stores. The data collected by the online stores about the buyers is becoming a huge advantage to target products and to come up with merchandise that is likely to address[…]
Customizing a Propensity To Buy Model
Background This blog outlines the steps involved and things to care about for transfer learning a propensity model. Sales team members could be inundated with several prospects. The best use of their time is by lead scoring and focusing on the prospects that have best chance to close. A Propensity-To-Buy model helps[…]
