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Implementing the Data Flywheel

This article was originally published at Hasty’s website. It is reprinted here with the permission of Hasty. As the ML space is maturing, processes and best practices for what happens after you successfully manage a first project launch are becoming more popular. In this article, we are going through the concept of a data flywheel …

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Arm Demonstration of Machine Learning

Koki Mitsunami and Ben Clark, Developer Advocates at Arm, demonstrate the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Mitsunami and Clark demonstrate machine learning on Arm technology. Mitsunami shows how to improve PyTorch performance with Android NNAPI, by demonstrating models running on a mobile device using …

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“Making Cities More Efficient with Computer Vision and Edge AI,” a Presentation from Hayden AI

Vaibhav Ghadiok, Co-founder and Executive Vice President of Engineering at Hayden AI, presents the “Making Cities More Efficient with Computer Vision and Edge AI” tutorial at the September 2022 Edge AI and Vision Innovation Forum. Vaibhav Ghadiok is an engineering leader with a track record of productizing robotics technology. He has 15+ years of experience …

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Free Webinar Explores How to Successfully Deploy Deep Learning Models on Edge Devices

On December 13, 2022 at 9 am PT (noon ET), Yonatan Geifman, Co-founder and CEO of Deci, will present the free hour webinar “How to Successfully Deploy Deep Learning Models on Edge Devices,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration page: The introduction of powerful processors, memories …

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Edge Impulse Demonstration of Screw and Washer Detection with FOMO

Jenny Plunkett, Senior Developer Relations Engineer at Edge Impulse, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Plunkett demonstrates Edge Impulse’s FOMO algorithm. In this demo, Jenny runs a FOMO model on the Himax WE-I Plus board for real-time screw and washer detection along a …

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Edge Impulse Demonstration of Face Detection with FOMO and Alif Semiconductor’s Ensemble MCU

Shawn Hymel, Developer Relations Engineer at Edge Impulse, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Hymel demonstrates how to use Edge Impulse’s ground-breaking FOMO algorithm for real-time face detection. The demo runs live inference on an Alif Semiconductor Ensemble board, which combines an Arm …

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“Unifying Computer Vision and Natural Language Understanding for Autonomous Systems,” a Presentation from Verizon

Mumtaz Vauhkonen, Lead Distinguished Scientist and Head of Computer Vision for Cognitive AI in AI&D at Verizon, presents the “Unifying Computer Vision and Natural Language Understanding for Autonomous Systems” tutorial at the May 2022 Embedded Vision Summit. As the applications of autonomous systems expand, many such systems need the ability… “Unifying Computer Vision and Natural …

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“Compound CNNs for Improved Classification Accuracy,” a Presentation from Southern Illinois University Carbondale

Spyros Tragoudas, Professor and School Director of Southern Illinois University Carbondale, presents the “Compound CNNs for Improved Classification Accuracy” tutorial at the May 2022 Embedded Vision Summit. In this talk, Tragoudas presents a novel approach to improving the accuracy of convolutional neural networks (CNNs) used for classification. The approach utilizes… “Compound CNNs for Improved Classification …

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“Strategies and Methods for Sensor Fusion,” a Presentation from Sensor Cortek

Robert Laganiere, CEO of Sensor Cortek, presents the “Strategies and Methods for Sensor Fusion” tutorial at the May 2022 Embedded Vision Summit. Highly autonomous machines require advanced perception capabilities. Autonomous machines are generally equipped with three main sensor types: cameras, lidar and radar. The intrinsic limitations of each sensor affect… “Strategies and Methods for Sensor …

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“Incorporating Continuous User Feedback to Achieve Product Longevity in Chaotic Environments,” a Presentation from Observa

Erik Chelstad, CTO and Co-founder of Observa, presents the “Incorporating Continuous User Feedback to Achieve Product Longevity in Chaotic Environments” tutorial at the May 2022 Embedded Vision Summit. In many computer vision applications, a key challenge is maintaining accuracy when the real world is changing. In this presentation, Chelstad explores… “Incorporating Continuous User Feedback to …

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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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