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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

Partitioning Strategies to Optimize AI Inference for Multi-core Platforms

This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Not so long ago, AI inference at the edge was a novelty easily supported by a single NPU IP accelerator embedded in the edge device. Expectations have accelerated rapidly since then. Now we want embedded AI inference

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Market Analysis

Exploring the Impact of Generative AI: Identifying the Winners

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Datacenter GPU and AI ASIC revenue could reach $156 billion by 2025 and $233 billion by 2029. OUTLINE The massive growth that the data center GPU and AI ASIC market experienced in

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Applications

Algorithms

AI Chips and Chat GPT: Exploring AI and Robotics

AI chips can empower the intelligence of robotics, with future potential for smarter and more independent cars and robots. Alongside the uses of Chat GPT and chatting with robots at home, the potential for this technology to enhance working environments and reinvent socializing is promising. Cars that can judge the difference between people and signposts

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Automotive

Micron’s Full Suite of Automotive-grade Solutions Qualified for Qualcomm Automotive Platforms to Power AI in Vehicles

Micron’s automotive memory and storage enable central compute, digital cockpit and advanced driver-assistance systems for Qualcomm customers NUREMBERG, Germany, April 10, 2024 (GLOBE NEWSWIRE) — Embedded World — Micron Technology, Inc. (Nasdaq: MU), today announced that it has qualified a full suite of its automotive-grade memory and storage solutions for Qualcomm Technologies Inc.’s Snapdragon® Digital Chassis™,

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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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