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SOFTWARE TOOLSETS Visual Anomaly Detection with FOMO-AD Virtually all computer vision machine learning models involve classification—for example, “how many humans are in the frame?” To train such a model, you need examples of every class of object the model is intended to detect. But what happens when a new type of object appears? Ask a […]

LOW-POWER SENSING AND PROCESSING Battery-powered Edge AI Sensing: A Case Study Implementing Low-power, Always-on Capability The trend of pushing AI/ML capabilities to the edge brings design challenges around the need to combine high-performance computing (for AI/ML algorithms) with low power consumption (to enable battery-powered sensing systems). Designers are often faced with a choice between using

DEVELOPMENT TOOL ADVANCEMENTS Deploy Your Embedded Vision Solution on Any Processor Vision-based product developers have a vast array of processors to choose from. Unfortunately, each processor has its own unique tool chain. This makes it difficult for developers to evaluate processor options and target different processors for different product needs. Fortunately, there’s Edge Impulse Studio—a

VISION PROCESSING AND ACCELERATION M1 NPU Delivers Flexibility, Accuracy, Efficiency and Performance For a growing range of applications, deploying AI in the real world means running various models at the edge. Fortunately, powerful edge processors are increasingly capable of handling demanding AI workloads. But performance alone is not sufficient. To meet the needs of real-world

IMPROVING VISION PRODUCT DEVELOPMENT Five Things You Might Overlook on Your Next Vision-enabled Product Design When you think about building a vision-enabled product, you probably think about things like: Which processor am I going to use? What neural network will it run? Where will I get the training data? These are important questions that need

OPEN SOURCE-BASED DEVELOPMENT TECHNIQUES Using Kubernetes to Speed Development and Deployment of Edge Computer Vision Applications In this 2022 Embedded Vision Summit presentation, Rakshit Agrawal, Vice President of Research and Development at Camio, presents real-world deployments of computer vision solutions using Kubernetes and shows how containerization enables continuous AI updates on a massive scale at

EMBEDDED VISION MARKET TRENDS AND PROCESSING SOLUTIONS Big Trends in Computer Vision: Health and Safety, Retail and Consumer Electronics Over the last few years computer vision technology has penetrated dozens of markets. The value of the computer vision market when this presentation was delivered at the 2022 Embedded Vision Summit was predicted to hit $48B

LETTER FROM THE EDITOR Dear Colleague, It’s almost here! Next week, May 22-24 to be exact, the Embedded Vision Summit will be returning to the Santa Clara, California Convention Center. As the premier conference and tradeshow for practical, deployable computer vision and edge AI, the Summit focuses on empowering product creators to bring perceptual intelligence

LETTER FROM THE EDITOR Dear Colleague, Back by popular demand—and thanks to our sponsor, Perceive—we’re excited to host the third annual Women in Vision networking reception at the 2023 Embedded Vision Summit. We invite women working in computer vision and edge AI to join us for this special in-person gathering to meet, network and share

LETTER FROM THE EDITOR Dear Colleague, We’re excited to announce the keynote speaker for the May 22-24 Embedded Vision Summit: Dr. Kristen Grauman, an award-winning, pioneering researcher in computer vision and machine learning focused on visual recognition, video, and embodied perception. Dr. Grauman is a Professor in the Department of Computer Science at the University