Algorithms & Models

Exploring AIMET’s Post-Training Quantization Methods

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Usually, when you’re presented with three options, such as powerful, efficient, and low cost, you’re also faced with the conundrum where you’re only allowed to pick one or two. Machine learning (ML) practitioners developing neural networks for […]

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“Instant Item Training: Practical AI for the Retail Industry,” a Presentation from Mashgin

Mukul Dhankhar, Co-founder and CTO of Mashgin, presents the “Instant Item Training: Practical AI for the Retail Industry” tutorial at the May 2022 Embedded Vision Summit. Mashgin makes computer-vision (CV) based checkout systems for convenience stores, airports, cafeterias and stadiums. Building AI applications for the real world presents unique challenges—both business and technical. In this

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STMicroelectronics and trinamiX Collaborate on Behind-OLED Face-authentication Solution to be Showcased Live at IFA 2022

Companies will demonstrate full facial authentication solution for smartphone integration and for applications behind OLED screens Solution combines high-performance near-infrared global-shutter image sensor from ST and sophisticated trinamiX algorithm Certified for use in mobile payments according to IIFAA, AndroidTM, and FIDO standards 24 Aug 2022 | Geneva, Switzerland, and Ludwigshafen, Germany | STMicroelectronics (NYSE: STM),

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“Focus on Value, Not Valuation: A Crash Course in VC Trends and Fundraising in 2022,” a Presentation from HPE Pathfinder

Todd Poole, Director of Venture Investments at HPE Pathfinder, presents the “Focus on Value, Not Valuation: A Crash Course in VC Trends and Fundraising in 2022” tutorial at the May 2022 Embedded Vision Summit. The past year has been record-breaking for founders and funders alike. Over the last 4 quarters, US venture capitalists have deployed

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“The Future of Retail is Here, and It’s Powered by Embedded Computer Vision,” a Presentation from Grabango

Will Glaser, Founder and Chief Executive Officer of Grabango, presents the “Future of Retail is Here, and It’s Powered by Embedded Computer Vision” tutorial at the May 2022 Embedded Vision Summit. Now that computers can see, the way people interact with things will never be the same. Grabango’s checkout-free shopping system allows you to shop

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“What Happens When Your Speed of AI Innovation Exceeds Your Ability to See the Regulatory Challenges Ahead?,” a Presentation from Dorsey & Whitney, LLP

Robert Cattanach, Partner and Cybersecurity Team Leader at Dorsey & Whitney, LLP, presents the “What Happens When Your Speed of AI Innovation Exceeds Your Ability to See the Regulatory Challenges Ahead?” tutorial at the May 2022 Embedded Vision Summit. Edge AI and computer vision, if not thoughtfully developed and applied, will trigger extraordinary scrutiny by

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Upcoming Webinar Discusses Rapid, Accurate People Detection

On September 7, 2022 at 10:00 am Central Time, Alliance Member companies Plumerai and Texas Instruments will co-deliver the free webinar “Fast and Accurate People Detection Using a Single Arm Core.” From the event page: Plumerai delivers a complete software solution for highly accurate people detection. Their AI models are tiny and fast, running at

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How We Cleaned Up PASCAL and Improved mAP By 13%

This article was originally published at Hasty’s website. It is reprinted here with the permission of Hasty. We cleaned up all 17.120 images of the PASCAL VOC 2012 dataset in a week using Hasty’s AI-powered QC feature. We found that 6.5% of the images in PASCAL had different errors (missing labels, class label errors, etc.).

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“From ADAS to AD, Processor and Car Architecture Evolution,” a Presentation from Yole Développement

Tom Hackenberg, Principal Analyst for Computing and Software in the Semiconductor, Memory and Computing Division, and Adrien Sanchez, Technology and Market Analyst for Computing and Software, both of Yole Développement, present the “From ADAS to AD, Processor and Car Architecture Evolution” tutorial at the May 2022 Embedded Vision Summit. Few markets are as impactful to

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Free Webinar Explores Compression Techniques For Running Deep Learning Networks on Constrained Hardware

On November 10, 2022 at 9 am PT (noon ET), Steve Teig, Founder and CEO of Perceive, will present the free one-hour webinar “Putting Activations on a Diet – Or Why Watching Your Weights Is Not Enough,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration page: To reduce

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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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