TECHNOLOGIES

Model Compression: Needs and Importance

Smart City connected by IoT (Image by Tumisu from Pixabay) This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Whether you’re new to computer vision or an expert, you’ve probably heard about AlexNet winning the ImageNet challenge in 2012. That was the turning point in computer […]

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“Practical Guide to Implementing Deep Neural Network Inferencing at the Edge,” a Presentation from Zebra Technologies

Toly Kotlarsky, Distinguished Member of the Technical Staff in R&D at Zebra Technologies, presents the “Practical Guide to Implementing Deep Neural Network Inferencing at the Edge” tutorial at the September 2020 Embedded Vision Summit. In this presentation, Kotlarsky explores practical aspects of implementing a pre-trained deep neural network (DNN) inference on typical edge processors. First,

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“DevCloud for the Edge,” an Alliance Conversation with Intel

Jeff Bier, Founder of the Edge AI and Vision Alliance, interviews Monique Jones, Senior Software Engineer Team Lead at Intel, about her company’s DevCloud for the Edge developer toolset. Bier and Jones compare and contrast a DevCloud-based development flow versus the traditional approach that leverages a development board located at the engineer’s desk and directly

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Optimizing Image Processing for Computer Vision

How an Automotive Tier 1 Supplier Used Atlas to Improve Computer Vision Accuracy By Up to 48% mAP Within Days This blog post was originally published at Algolux’s website. It is reprinted here with the permission of Algolux. Computer vision is a fundamental technology in automotive Advanced Driver Assistance Systems (ADAS) for pedestrian, vehicle, or

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“Market Trends in Automotive Perception: From Insect-Like to Human-Like Intelligence,” a Presentation from Yole Développement

Pierre Cambou, Principal Analyst at Yole Développement, presents the “Market Trends in Automotive Perception: From Insect-Like to Human-Like Intelligence” tutorial at the September 2020 Embedded Vision Summit. Today there are two paths towards autonomous vehicles. Mass-market automobiles continue to add more sensors and more compute power to enable increasingly sophisticated ADAS functionality. Separately, developers of

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Qualcomm Advances AR Industry with the Qualcomm Snapdragon XR1 AR Smart Viewer Reference Design

The Reference Design Is Engineered to Reduce Commercialization Time for OEMs to Deliver High-Quality, Immersive Experiences Using an AR Smart Viewer Architecture Feb 23, 2021 – SAN DIEGO – Qualcomm Technologies, Inc. introduces its first augmented reality (AR) reference design based on the Qualcomm® Snapdragon™ XR1 Platform, equipped to deliver high-performance, immersive experiences, and lower power

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STMicroelectronics Boosts Security Along with AI and IoT Application Development with STM32MP1 Ecosystem Extensions

Geneva, February 23, 2021 – STMicroelectronics has announced extensions to the broad ecosystem that supports development with STM32MP1* dual-core microprocessors, including new software packages and support for cutting-edge open-source security initiatives. By providing code for security mechanisms such as OP-TEE (Open Portable Trusted Execution Environment) and the TF-A (Trusted Firmware-A) project, ST helps STM32MP1 developers

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Imagination’s GPU Selected by StarFive to Create High-performance, Small and Low-cost BeagleV RISC-V AI Single Board Computer

New collaboration supports RISC-V ecosystem with world-class GPU performance London, England and Shanghai, China – 22nd February, 2021 – Imagination Technologies announces that StarFive, an industry-leading provider of RISC-V processors, platforms and solutions, has licensed the IMG B-Series graphics processing unit (GPU) IP to support the development of its latest RISC-V single-board computer (SBC). Imagination’s

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Khronos and EMVA Collaborate to Gather Requirements for Embedded Camera and Sensor API Standards

Call for Exploratory Group participation to all sensor and camera manufacturers, silicon vendors, and software developers working on vision and sensor processing Beaverton, OR — February 22, 2021 — Today, The Khronos® Group, an open consortium creating graphics and compute interoperability standards, and the European Machine Vision Association (EMVA), the leading European industry association dedicated

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DNN Model Optimization Series: Part III – Achieve Up to 30x DNN Model Compression (While Maintaining Accuracy!)

This blog post was originally published at Deeplite’s website. It is reprinted here with the permission of Deeplite. Welcome back to the DNN model optimization series! Our recent paper on Deeplite’s unique optimization software, Neutrino™, won the “Best Deployed System” award at Innovative Applications of Artificial Intelligence 2021. For this occasion, we decided to dedicate this

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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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