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
Thermal-Aware Testing Strategies for Next-Gen Semiconductor Devices
This blog post was originally published at Tessolve’s website. It is reprinted here with the permission of Tessolve. As semiconductor devices continue to scale down in size and ramp up in performance, one challenge stands out
“From Compute-Bound to Memory-Bound: Edge AI Architectures for VLMs,” a Presentation from Expedera
Athish Rahul Rao, Staff Software Engineer at Expedera presents “From Compute-Bound to Memory-Bound: Edge AI Architectures for VLMs” at the May 2026 Embedded Vision Summit. Today’s edge AI hardware was built for CNNs, but vision
How to Overcome Vision Challenges While Building a Multi-Robot Mapping System (Part 2)
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. In part 1 of this series, you explored why multi-robot autonomous mapping is becoming essential for
“Navigating Physical AI Deployment Across Multiple Platforms for Automated Optical Inspection,” a Presentation from eInfochips (an Arrow company)
Barrie Mullins, Assistant Vice President at eInfochips (an Arrow company) presents “Navigating Physical AI Deployment Across Multiple Platforms for Automated Optical Inspection” at the May 2026 Embedded Vision Summit. As automated optical inspection moves from
Engineering Intelligence at the Physical Edge
As AI moves into vehicles, appliances and industrial systems, the next challenge is scaling physical intelligence safely, reliably and in real-world conditions This article was originally published at HCLTech’s website. It is reprinted here with
Matrix Design Group and Hyundai Material Handling Announce Technology Partnership
NEWBURGH, Ind. — In recognition of National Forklift Safety Day, Matrix Design Group LLC, a wholly owned subsidiary of Alliance Resource Partners, L.P. (NASDAQ: ALRP), and Hyundai Material Handling are highlighting a partnership focused on
Allegro DVT’s Pulsar Decoder IP Adds Support for AV2 Video Codec
Grenoble, France — June 16, 2026 — Allegro DVT, the leader in Semiconductor Video IPs and Video Compliance Tools, announces the availability its real-time AV2 Decoder IP integrated into its Pulsar™ D400 Series Multi-Standard Decoding IP. This milestone is a
Upcoming Webinar on Building with Avocado OS on i.MX
On June 30, 2026 at 8:00 am PT (11:00 ET), Peridio, NXP and ipXchange will present the webinar “The Engineer’s Guide to Simplifying Embedded Linux Development: Building with Avocado OS on i.MX Applications Processor.” Here’s
Chips&Media Signs Next-Gen ‘AV2’ Video IP Licensing Deal with North American Big Tech, Strengthening Global Standards Leadership
Key Takeaways: World-class next-gen AV2 HW IP confirmed for future flagship devices of a major North American client Achieving ‘Consecutive Licensing’ based on long-term partnership with North American Big Tech, validating unrivaled technical trust Chips&Media
Technologies
“Building a Local Voice Agent on a Raspberry Pi,” a Presentation from Moonshine AI
Pete Warden, CEO at Moonshine AI presents “Building a Local Voice Agent on a Raspberry Pi” at the May 2026 Embedded Vision Summit. In this talk, Warden explains everything you need to know to build your own voice agent running entirely on a stock Raspberry Pi 5, with no internet… “Building a Local Voice Agent
Why Most AI Performance Metrics Break Down in Production
This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence systems often appear highly effective during development. Models achieve strong benchmark scores, validation metrics improve over time, and performance looks predictable within controlled environments. But once those same systems are deployed into real-world conditions, results frequently
MemryX Expands Cascade Platform, Bringing Power-Efficient Edge AI to Servers
Introducing an expanded portfolio of modules that gives developers a single, scalable architecture to power everything from low-power devices to enterprise edge infrastructure ANN ARBOR, Mich., June 22, 2026 /PRNewswire/ — As AI moves from cloud environments into factories, transportation systems, robotics, and intelligent infrastructure, developers face growing challenges related to power consumption, memory bandwidth, deployment complexity,
Applications
SiMa.ai and Mistral Solutions, a subsidiary of AXISCADES, Partner to Accelerate Autonomous Drone Intelligence
Joint reference design combines Mistral’s embedded systems expertise with SiMa.ai’s Physical AI platform to deliver the fastest path to autonomous drone deployment. SAN JOSE, Calif. (June 23, 2026) and NEW DELHI (June 24, 2026) — SiMa.ai, a leader in Physical AI, and Mistral Solutions, a leader in embedded systems and drone product engineering, today announced a
BrainChip Unveils Communication Reference Platform, Fueling Signal Intelligence at the Edge
LAGUNA HILLS, Calif. – June 23, 2026 – BrainChip Holdings Ltd. (ASX: BRN, OTCQX: BRCHF, BCHPY), the first commercial producer of neuromorphic artificial intelligence technology, today announced the Akida Communication Reference Platform, a physical development platform for RF signal classification using BrainChip’s Akida AKD1500 neuromorphic processor. The platform is a critical tool for defense contractors and government agencies
Upcoming Workshop on Data-centric Software-defined Vehicle Systems
On July 9-10, 2026 at 11:00 am PDT (2:00 pm EDT), NXP partner ITTIA will present the online workshop “Building Data-Centric SDV Systems on NXP S32 Automotive Processing Platform.” Workshop sessions will also be hosted for Europe attendees June 29-30, 2026 at 3:00 pm CET, and for Asia attendees July 7-9, 2026 at 9:00 am
Functions
AI On: 3 Ways to Bring Agentic AI to Computer Vision Applications
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Learn how to integrate vision language models into video analytics applications, from AI-powered search to fully automated video analysis. Today’s computer vision systems excel at identifying what happens in physical spaces and processes, but lack the abilities to explain the
SAM3: A New Era for Open‑Vocabulary Segmentation and Edge AI
Quality training data – especially segmented visual data – is a cornerstone of building robust vision models. Meta’s recently announced Segment Anything Model 3 (SAM3) arrives as a potential game-changer in this domain. SAM3 is a unified model that can detect, segment, and even track objects in images and videos using both text and visual
TLens vs VCM Autofocus Technology
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. In this blog, we’ll walk you through how TLens technology differs from traditional VCM autofocus, how TLens combined with e-con Systems’ Tinte ISP enhances camera performance, key advantages of TLens over mechanical autofocus systems, and applications
