Edge AI and Vision Alliance

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OpenVX Implementations Deliver Robust Computer Vision Applications

Key to the widespread adoption of embedded vision is the ease of developing software that runs efficiently on a diversity of hardware platforms, with high performance, low power consumption and cost-effective system resource needs. In the past, this combination of objectives has been a tall order, since it has historically required significant code optimization for […]

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OpenVX Enhancements, Optimization Opportunities Expand Vision Software Development Capabilities

Key to the widespread adoption of embedded vision is the ease of developing software that runs efficiently on a diversity of hardware platforms, with high performance, low power consumption and cost-effective system resource needs. In the past, this combination of objectives has been a tall order, since it has historically required significant code optimization for

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“Computer Vision for Industrial Inspection: From PCs to Embedded,” a Presentation from NET GmbH

Thomas Däubler, CTO of NET New Electronic Technology GmbH, presents the “Computer Vision for Industrial Inspection: The Evolution from PCs to Embedded Solutions” tutorial at the May 2018 Embedded Vision Summit. In this presentation, Däubler introduces current industrial inspection computer vision applications and solutions, and explores how vision solutions are evolving for this market. In

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“Depth Cameras: A State-of-the-Art Overview,” a Presentation from Aquifi

Carlo Dal Mutto, CTO of Aquifi, presents the “Depth Cameras: A State-of-the-Art Overview” tutorial at the May 2018 Embedded Vision Summit. In the last few years, depth cameras have reached maturity and are being incorporated in an increasing variety of commercial products. Typical applications span gaming, contactless authentication in smartphones, AR/VR and IoT. State-of-the-art depth

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Embedded Vision Insights: July 24, 2018 Edition

APIS, FRAMEWORKS, AND OTHER SOFTWARE TOOLS APIs for Accelerating Vision and Inferencing: Options and Trade-offs The landscape of SDKs, APIs and file formats for accelerating inferencing and vision applications continues to evolve rapidly. Low-level compute APIs, such as OpenCL, Vulkan and CUDA are being used to accelerate inferencing engines such as OpenVX, CoreML, NNAPI and

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“Pilot AI Vision Framework: From Doorbells to Defense,” a Presentation from Pilot AI

Jonathan Su, CEO of Pilot AI, presents the “Pilot AI Vision Framework: From Doorbells to Defense” tutorial at the May 2018 Embedded Vision Summit. Pilot AI’s Vision Framework has enabled real-time detection, classification and tracking in thousands of devices, from consumer applications to federal contracts. Though diverse in end-user application, these use cases all share

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“Using Vision to Transform Retail,” a Presentation from IBM

Sumit Gupta, Vice President of AI, Machine Learning and HPC at IBM, presents the “Using Vision to Transform Retail” tutorial at the May 2018 Embedded Vision Summit. This talk explores how recent advances in deep learning-based computer vision have fueled new opportunities in retail. Using case studies based on deployed systems, Gupta explores how deep

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Embedded Vision Insights: July 10, 2018 Edition

EMBEDDED VISION PERSPECTIVES The Four Key Trends Driving the Proliferation of Visual Perception With so much happening in computer vision applications and technology, and happening so fast, it can be difficult to see the big picture. In this talk, Jeff Bier, Founder of the Embedded Vision Alliance and Co-founder and President of BDTI, examines the

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“Optimize Performance: Start Your Algorithm Development With the Imaging Subsystem,” a Presentation from Twisthink

Ryan Johnson, lead engineer at Twisthink, presents the “Optimize Performance: Start Your Algorithm Development With the Imaging Subsystem” tutorial at the May 2018 Embedded Vision Summit. Image sensor and algorithm performance are rapidly increasing, and software and hardware development tools are making embedded vision systems easier to develop. Even with these advancements, optimizing vision-based detection

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“Real-time Calibration for Stereo Cameras Using Machine Learning,” a Presentation from Lucid VR

Sheldon Fernandes, Senior Software and Algorithms Engineer at Lucid VR, presents the “Real-time Calibration for Stereo Cameras Using Machine Learning” tutorial at the May 2018 Embedded Vision Summit. Calibration involves capturing raw data and processing it to get useful information about a camera’s properties. Calibration is essential to ensure that a camera’s output is as

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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