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Resources

Resources

In-depth information about the edge AI and vision applications, technologies, products, markets and trends.

The content in this section of the website comes from Edge AI and Vision Alliance members and other industry luminaries.

All Resources

Technologies

Algorithms

Unlocking Peak Generations: TensorRT Accelerates AI on RTX PCs and Workstations

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. TensorRT extension for Stable Diffusion WebUI now supports ControlNets, performance showcased in new benchmark. Editor’s note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and which showcases

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Algorithms

What is an NPU, and Why is It Key to Unlocking On-device Generative AI?

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The NPU is built for AI and complements the other processors to accelerate generative AI experiences The generative artificial intelligence (AI) revolution is here. With the growing demand for generative AI use cases across verticals with diverse

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Intel

Intel Announces New Program for AI PC Software Developers and Hardware Vendors

Intel expands its AI PC Acceleration Program to better equip software developers and independent hardware vendors. What’s New: Intel Corporation today announced the creation of two new artificial intelligence (AI) initiatives as part of the AI PC Acceleration Program: the AI PC Developer Program and the addition of independent hardware vendors to the program. These are

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Applications

Automotive

Efinix Rolls Out Line of FPGAs to Accelerate and Adapt Automotive Designs and Applications

Designed to deliver the power behind the promise of the software defined vehicle, Efinix FPGAs uniquely positioned to drive modern vehicles forward March 25, 2024 12:01 AM Eastern Daylight Time–CUPERTINO, Calif.–(BUSINESS WIRE)–Efinix®, an innovator in programmable logic solutions, today announced a line of FPGA solutions designed specifically for the automotive industry to drive forward the

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Automotive

The Integration of DMS and OMS Offers Advancements for In-cabin Monitoring

The Global In-Cabin Sensing Market Will Exceed US$8.5 Billion by 2034 In-cabin monitoring, comprising both Driver Monitoring System (DMS) and Occupancy Monitoring System (OMS), has experienced significant growth since the start of 2024. Traditionally, DMS relies on 2D infrared cameras, while OMS utilizes 3D sensing modules like 3D time-of-flight (ToF) cameras or radar modules. At

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Functions

Algorithms

Lemur Imaging Demonstration of High Quality Compression Compared to Standard Quantization Techniques

Noman Hashim, CEO of Lemur Imaging, demonstrates the company’s latest edge AI and vision technologies and products at the March 2024 Edge AI and Vision Alliance Forum. Specifically, Hashim demonstrates Lemur Imaging’s high-quality memory reduction (LMR) image compression technology on different networks, showing that compression outperforms quantization in edge AI subsystems. The image quality delivered

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Automotive

The Integration of DMS and OMS Offers Advancements for In-cabin Monitoring

The Global In-Cabin Sensing Market Will Exceed US$8.5 Billion by 2034 In-cabin monitoring, comprising both Driver Monitoring System (DMS) and Occupancy Monitoring System (OMS), has experienced significant growth since the start of 2024. Traditionally, DMS relies on 2D infrared cameras, while OMS utilizes 3D sensing modules like 3D time-of-flight (ToF) cameras or radar modules. At

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