Edge AI means processing data collected/created on a device at the edge of a network using artificial intelligence algorithms. ‘Edge’ means the device is at the edge of a network and ‘AI’ means the data is processed using artificial intelligence. Edge AI is defined by device location and how data is processed there.
What technologies will take center stage for 2022? Will the pandemic still have lasting effects on the industry? While 2021 has been another year of exponential growth for edge AI, 2022 seems to show no signs of slowing down. We here at Gorilla would like to highlight some of the upcoming trends and growth patterns we see on the coming horizon.
This article “The Top 10 Edge AI Trends for 2022” discusses the upcoming edge AI technologies and challenges in the following categories:
Edge AI and edge computing devices help many industries become more efficient and safer by improving accuracy and reducing human error through automation. As described by MarketsandMarkets, “Edge AI can significantly improve surveillance and monitoring while reducing the amount of raw data that’s transmitted to the cloud leading to the adoption of edge AI for video surveillance. With the advent of edge AI, ML intelligent camera systems can capture raw data, process, and analyze it using facial recognition to identify persons of interest and suspicious activities that may be occurring directly at the edge.”
We now see industries across the board tapping the potential of these edge computing devices to improve day-to-day life for everyone. Early adopters of edge AI and edge computing technologies include industries such as transportation/driverless vehicles, education, medical/healthcare, agriculture, manufacturing/factories, retail/shopping and video surveillance.
As edge AI and video analytics become more intertwined, Fortune Business Insights has projected a 21.3% CAGR to 2027 for the global video analytics market, and Gorilla is recognized as a driving force in that edge AI forecast. “…the emergence of intuitive technologies, mainly AI-enabled surveillance systems, is attracting consumers and employees, resulting in the delivery of transformative business outcomes. Further, higher adoption of video analysis solutions across retail, healthcare, building & construction, and other applications are creating lucrative opportunities for the market players.” Learn more about video analytics here.
Edge AI devices contain or are directly connected to sensors of one sort or another that collect and process structured or unstructured data.
GPS coordinates, motion detection, and temperature data is easily organized and acted upon by computers.
Video, images, and audio data is not easily classified or understood by computers.
With the entire system protected by robust network security from Gorilla, the edge AI device processes and transforms the unstructured video and image data into structured data via deep learning (a form of AI). Once processed, the encrypted data is sent with the time of collection as an event for analysis in public, private, or hybrid servers. Events are stored, correlated, and categorized for use in biometric authentication, account management, device management, business intelligence, and other applications.
Learn about edge AI and edge computing and dive into the leading technologies that Gorilla develops. Discover edge AI from Gorilla by exploring our many whitepapers which cover key markets and applications, implementations in public safety and smart cities, comprehensive enterprise security, expanded customer experiences in retail areas, and much more.
Read Our Edge AI WhitepapersGorilla was the first to offer high-performance video analysis optimized by Intel’s OpenVINO toolkit to take edge computing & IoT data and business intelligence into the age of machine learning.
We use a combination of machine learning and deep learning through customizing MobileNet SSD, ResNet and more to provide various highly accurate analytics in edge computing. It is all encrypted and wrapped in our robust network security solution.
Learn About Network SecurityOur multiple AI algorithms collaborate to deliver intelligent video analytics (IVA) that transform data into actionable, real-time insights with people, vehicle, and object identification capabilities.
Learn About Video AnalyticsWe fully implement Intel OpenVINO optimization and CPU, VPU, & FPGA acceleration to enable edge computing devices to analyze more video feeds simultaneously in real time.
Learn About OpenVINOThe edge AI technologies developed by Gorilla are at the core of our solutions and empower multiple industries to drive automation and reveal insight to human operators. Using machines to handle repetitive chains of events which require immediate responses gives staff the ability to see patterns hidden in human behavior. Putting the reach of edge AI and the power of video analysis to work for you is attainable now!
Gorilla IVAR® real-time analytics technology gives insight into business and operations within a single dashboard. Protect your business with event-based solutions that effectively search and track people, vehicles, and objects. Detect suspicious events and prevent loss and shrinkage.
Learn More About IVARGorilla IVAR contains our state of the art edge AI technology and enables real-time responses to events from edge and IoT devices and CCTV equipment. Edge computing reveals sophisticated insights about people, vehicles and moving objects for custom use-cases in surveillance and security, retail, traffic and parking, staff and visitor management and more.
Identify shopper age & gender to conduct demographic analysis and lifestyle brand preferences with edge AI video analytics.
Generate real-time parking occupancy statistics with edge AI video analytics.
Detect and transmit vehicle data with edge AI to law enforcement agencies for crime detection.
Control and track access using edge AI video analytics and biometrics for multi-factor authentication.
Monitor illegal dumping at water reservoirs and capture vehicle license plates to cross-check them against watchlists using edge AI.
Receive alerts from the edge AI system when your luggage leaves your side.
Use video analytics on edge AI to analyze employee activities in different work spaces to improve floorplans and office layouts.
Track vehicles across city-wide CCTV installations with edge AI systems.
Analyze traveler routes and dwell times using iBeacon technology and edge AI systems.
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