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

Algorithms, Edge AI and Vision Alliance, Software, Summit 2020, Tools, Videos /

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

Edge AI and Vision Alliance, Intel, Processors, Software, Tools, Videos /

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

Algolux, Algorithms, Automotive, Blog Posts, Processors, Sensors, Tools /

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

News, Processors, STMicroelectronics, Tools /

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

Blog Posts, Deeplite, Software, Tools /

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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“Introducing Machine Learning and How to Teach Machines to See,” a Presentation from Tryolabs

Algorithms, Processors, Sensors, Software, Summit 2020, Tools, Tryolabs, Videos /

Facundo Parodi, Research and Machine Learning Engineer at Tryolabs, presents the “Introduction to Machine Learning and How to Teach Machines to See” tutorial at the September 2020 Embedded Vision Summit. What is machine learning? How can machines distinguish a cat from a dog in an image? What’s the magic behind convolutional neural networks? These are

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“Can You See What I See? The Power of Deep Learning,” a Presentation from StreamLogic

Algorithms, Edge AI and Vision Alliance, Software, Summit 2020, Tools, Videos /

Scott Thibault, President and Founder of StreamLogic, presents the “Can You See What I See? The Power of Deep Learning” tutorial at the September 2020 Embedded Vision Summit. It’s an exciting time to work in computer vision, mainly due to the technological advances in the area of deep learning. This talk is an introduction to

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“Tackling Extreme Visual Conditions for Autonomous UAVs In the Wild,” a Presentation from Skydio

Aerospace and Defense, Algorithms, Edge AI and Vision Alliance, Object Identification, Object Tracking, Processors, Robotics, Sensors, Software, Summit 2020, Tools, Videos /

Hayk Martiros, Head of Autonomy at Skydio, presents the “Tackling Extreme Visual Conditions for Autonomous UAVs In the Wild” tutorial at the September 2020 Embedded Vision Summit. Skydio ships autonomous robots that are flown at scale in complex, unknown environments every day to capture incredible video, automate dangerous inspections and save lives of first responders.

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“Introduction to Simultaneous Localization and Mapping (SLAM),” a Presentation from Skydio

Aerospace and Defense, Algorithms, Edge AI and Vision Alliance, Object Tracking, Robotics, Sensors, Software, Summit 2020, Tools, Videos /

Gareth Cross, Technical Lead for State Estimation at Skydio, presents the “Introduction to Simultaneous Localization and Mapping (SLAM)” tutorial at the September 2020 Embedded Vision Summit. This talk provides an introduction to the fundamentals of simultaneous localization and mapping (SLAM). Cross provides foundational knowledge; viewers are not expected to have any prerequisite experience in the

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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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