The Need for Video Analytics
Video Analytics is defined as the capability of analyzing videos to detect, determine and relate temporal and spatial events. It is a great tool to generate Business/security Intelligence Information. In 2021 Video IP traffic represented 82% from the global IP traffic. Therefore there is a significant need for Video Analytics platforms and applications.
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Video processing is costly and can be very compute-intensive, often requiring hardware acceleration. It exhausts system memory and requires continuous management of video streams to realize a high-quality experience. In addition, video post-processing, using specialized graphics mechanisms, must be supported in order to create and view extracted and structured data. The art of converting unstructured data to structured, in a massively parallel, open architecture is at the heart of the Infinity video platform.
Infinity Video Analytics
Infinity provides a large-scale, low-cost, highly programmable media AI platform that analyzes images, videos, live streams, and other media content in real-time. Use video analytics for a number of verticals from digital safety to media analytics. The platform is currently used in production by several large organizations at Microsoft, processing over 400M+ minutes of video content and 4B+ frames every month with a reach of hundreds of millions of users.
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Context Detection
SQL Queries
Detect activities, objects and locations, generate useful timestamped metadata for aggregation queries.
Metadata Analysi SQL Queries
Videos often have associated metadata (title, description, tags) also available. Since these are usually human-generated they are error-prone and inconsistent. Use SQL to analyze the metadata in conjunction with the visual analysis to arrive at a conclusive insight.
Safety Analysis SQL Queries
Safety is largely determined by context, Run SQL queries to run analytics that aggregates and produces insights regarding detected nudity, hate, disasters, diseases etc. and also gives you the contextual information to determine suitability.
Object Detection SQL Queries
Find objects and determine time-on-screen, prominence and other attributes for product placement and related analyses. Determine presence of objects of interest: humans, animals, vehicles etc. and determine presence time, prominence, activity detection etc.