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Edge AI and Vision Insights: November 23, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, Registration is now open for the 2023 Embedded Vision Summit, coming up May 22-25, 2023 in Santa Clara, California! The Summit is the premier conference and tradeshow for innovators incorporating computer vision and visual or perceptual AI in products. The program is designed to cover the most important technical …

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Edge AI and Vision Insights: November 9, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, Tomorrow, Thursday, November 10 at 9 am PT, Perceive will deliver the free webinar “Putting Activations on a Diet – Or Why Watching Your Weights Is Not Enough” in partnership with the Edge AI and Vision Alliance. To reduce the memory requirements of neural networks, researchers have proposed numerous …

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Edge AI and Vision Insights: October 26, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, Only two days left! The Edge AI and Vision Alliance’s 9th annual Computer Vision Developer Survey ends this Friday, October 28. For the past eight years, the Alliance has surveyed developers of vision-based products to gain insights into their choices of techniques, languages, algorithms, tools, processors and APIs, as …

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Edge AI and Vision Insights: October 12, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, On Tuesday, December 13 at 9 am PT, Deci will deliver the free webinar “How to Successfully Deploy Deep Learning Models on Edge Devices” in partnership with the Edge AI and Vision Alliance. The introduction of powerful processors, memories and other devices, along with robust connectivity to the cloud, …

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Edge AI and Vision Insights: September 28, 2022 Edition

DEEP LEARNING FOUNDATIONS AND OPTIMIZATIONS Fundamentals of Training AI Models for Computer Vision and Video Analytics Applications AI has become an important component of computer vision and video analytics applications. But creating AI-based solutions is a challenging process. To build a successful product, it is essential that training a deep neural network results in a …

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Edge AI and Vision Insights: September 14, 2022 Edition

EMBEDDED DEEP LEARNING INFERENCE TensorFlow Lite for Microcontrollers: Recent Developments TensorFlow Lite Micro (TFLM) is a generic inference framework designed to run TensorFlow models on digital signal processors (DSPs), microcontrollers and other embedded targets with small memory footprints and very low power usage. TFLM aims to be easily portable to various embedded targets, from those …

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Edge AI and Vision Insights: August 31, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, On Thursday, November 10 at 9 am PT, Perceive will deliver the free webinar “Putting Activations on a Diet – Or Why Watching Your Weights Is Not Enough” in partnership with the Edge AI and Vision Alliance. To reduce the memory requirements of neural networks, researchers have proposed numerous …

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Edge AI and Vision Insights: August 17, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, Next Thursday, August 25 at 9 am PT, Intel will deliver the free webinar “Accelerating TensorFlow Models on Intel Compute Devices Using Only 2 Lines of Code” in partnership with the Edge AI and Vision Alliance. Are you using Google’s TensorFlow framework to develop your deep learning models? And …

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Edge AI and Vision Insights: August 3, 2022 Edition

SELECTING AND COLLECTING TRAINING DATA Data Collection in the Wild In scientific papers, computer vision models are usually evaluated on well-defined training and test datasets. In practice, however, collecting high-quality data that accurately represents the real world is a challenging problem. Developing models using a non-representative dataset will give high accuracy during testing, but the …

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Edge AI and Vision Insights: July 20, 2022 Edition

LETTER FROM THE EDITOR Dear Colleague, On Thursday, August 30 at 9 am PT, Edge Impulse will deliver the free webinar “Edge Impulse’s FOMO Technology and Sony’s Computer Vision Platform: A Compelling Combination” in partnership with the Edge AI and Vision Alliance. Edge Impulse’s FOMO (Faster Objects, More Objects), introduced earlier this year, is a …

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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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