AnyVision’s Recognition AI Software Running on Ambarella’s CVflow® SoCs

AnyVision has announced the availability of new AI software designed to run on Ambarella’s CV2x family of edge AI vision SoCs, and helps make cameras smarter by extracting valuable data from high-resolution video streams in real-time.

The new AnyVision Recognition AI software is available now and optimized for Ambarella’s open and mature software development kit (SDK), enabling low-power, high-resolution IP security cameras with features such as facial recognition, person detection, analytics and more. This software, in combination with Ambarella’s highly efficient CVflow® AI vision SoC architecture, allows cameras to perform complex data analysis and deliver breathtaking imagery, while preserving vital system resources such as power and network bandwidth.

Historically, organizations that wanted to add video analytics and intelligence to their IP security cameras or turnstiles relied on expensive on-premises servers, which were required to handle the compute loads. Ambarella’s edge AI vision SoCs push more of this processing to the actual cameras and dramatically reduce the need for on-premise servers, fundamentally changing the historical paradigm for large-scale video security and biometric-based access control.

“Because of their high data volumes, compute demands and latency requirements, cameras are the most challenging ‘things’ in the Internet of Things,” said Avi Golan, CEO at AnyVision. “By running our video analytics and Recognition AI on Ambarella’s CVflow SoCs, we’re pioneering new frontiers in edge AIoT computing, which opens up whole new use cases and markets.”

The open SDK for Ambarella’s CVflow SoCs allows easy integration of third-party applications, while enabling OEMs to address several emerging use cases, including:

Touchless access control. In order to minimize physical contact between users and surfaces, new touchless access control solutions are evolving that capitalize on facial recognition. Running on Ambarella’s CV2x series SoCs, AnyVision’s Recognition AI software uses deep neural networks to extract and compare the faces of those entering a facility with those registered in the system, providing a recognition accuracy rate of approximately 99%.

Video surveillance. Instead of relying on expensive on-premise servers to process and interpret the video streams from low-power, high-resolution security cameras, the cameras themselves can become powerful edge computing devices with embedded facial recognition and watchlist-alert functionality. AnyVision’s AI software can overcome the most challenging conditions — from large crowds to low light environments, extreme angles, and obscured faces.

Liveness detection. This edge AIoT technology helps organizations take advantage of 2D and high-resolution 3D liveness detection, which is becoming increasingly important as criminals use spoofs (e.g., a 2D picture held up to the camera by an unauthorized person) in order to bypass the access control or video surveillance system.

“The ability to perform real-time video analytics directly on cameras is a growing trend in the convergence of AI and IoT,” said Fermi Wang, president and CEO of Ambarella. “The combination of AnyVision’s Recognition AI software and our CVflow edge AI vision SoCs will enable smarter AIoT devices for the next generation of security and access control systems.”

This partnership empowers organizations of all stripes to harness the power of edge computing to analyze traffic, security, crime and liveness in real-time — and in a much more efficient and cost-effective manner.

Featured

  • The Evolution of IP Camera Intelligence

    As the 30th anniversary of the IP camera approaches in 2026, it is worth reflecting on how far we have come. The first network camera, launched in 1996, delivered one frame every 17 seconds—not impressive by today’s standards, but groundbreaking at the time. It did something that no analog system could: transmit video over a standard IP network. Read Now

  • From Surveillance to Intelligence

    Years ago, it would have been significantly more expensive to run an analytic like that — requiring a custom-built solution with burdensome infrastructure demands — but modern edge devices have made it accessible to everyone. It also saves time, which is a critical factor if a missing child is involved. Video compression technology has played a critical role as well. Over the years, significant advancements have been made in video coding standards — including H.263, MPEG formats, and H.264—alongside compression optimization technologies developed by IP video manufacturers to improve efficiency without sacrificing quality. The open-source AV1 codec developed by the Alliance for Open Media—a consortium including Google, Netflix, Microsoft, Amazon and others — is already the preferred decoder for cloud-based applications, and is quickly becoming the standard for video compression of all types. Read Now

  • Cost: Reactive vs. Proactive Security

    Security breaches often happen despite the availability of tools to prevent them. To combat this problem, the industry is shifting from reactive correction to proactive protection. This article will examine why so many security leaders have realized they must “lead before the breach” – not after. Read Now

  • Achieving Clear Audio

    In today’s ever-changing world of security and risk management, effective communication via an intercom and door entry communication system is a critical communication tool to keep a facility’s staff, visitors and vendors safe. Read Now

  • Beyond Apps: Access Control for Today’s Residents

    The modern resident lives in an app-saturated world. From banking to grocery delivery, fitness tracking to ridesharing, nearly every service demands another download. But when it comes to accessing the place you live, most people do not want to clutter their phone with yet another app, especially if its only purpose is to open a door. Read Now

New Products

  • HD2055 Modular Barricade

    Delta Scientific’s electric HD2055 modular shallow foundation barricade is tested to ASTM M50/P1 with negative penetration from the vehicle upon impact. With a shallow foundation of only 24 inches, the HD2055 can be installed without worrying about buried power lines and other below grade obstructions. The modular make-up of the barrier also allows you to cover wider roadways by adding additional modules to the system. The HD2055 boasts an Emergency Fast Operation of 1.5 seconds giving the guard ample time to deploy under a high threat situation.

  • FEP GameChanger

    FEP GameChanger

    Paige Datacom Solutions Introduces Important and Innovative Cabling Products GameChanger Cable, a proven and patented solution that significantly exceeds the reach of traditional category cable will now have a FEP/FEP construction.

  • Camden CV-7600 High Security Card Readers

    Camden CV-7600 High Security Card Readers

    Camden Door Controls has relaunched its CV-7600 card readers in response to growing market demand for a more secure alternative to standard proximity credentials that can be easily cloned. CV-7600 readers support MIFARE DESFire EV1 & EV2 encryption technology credentials, making them virtually clone-proof and highly secure.