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
The MEMS Industry: Looking Back at the Last 20 Years of Innovation and Growth
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Overcoming a global economic downturn, the MEMS market is set to grow
Multiclass Confusion Matrix for Object Detection
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. We introduce the Multiclass Confusion Matrix for Object Detection, a table that can help you perform failure
Selecting the Right Camera for the NVIDIA Jetson and Other Embedded Systems
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The camera module is the most integral part of an AI-based embedded system. With so many camera
May 2023 Embedded Vision Summit Vision Tank Competition Finalist Presentations
Swathi A N Kumar, Founder and CEO of BetterMeal AI (substituting for David Hojah, CEO and Founder of Parrots), Amit Mate, Founder and CEO of GMAC Intelligence, Slava Chesnokov, CTO of Lemur Imaging, Tsvi Achler,
Introducing Temporian: Tryolabs and Google Venture in Temporal Data Processing
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Today marks a significant milestone for us at Tryolabs as we introduce Temporian. In collaboration with Google,
The Global Market for Lidar in Autonomous Vehicles Will Grow to US$8.4 Billion by 2033
The demand for lidars to be adopted in the automotive industry drives huge investment and rapid progression, with innovations in beam steering technologies, performance improvement, and cost reduction in lidar transceiver components. These efforts can
“Generative AI: How Will It Impact Edge Applications and Machine Perception?,” An Embedded Vision Summit Expert Panel Discussion
Sally Ward-Foxton, Senior Reporter at EE Times, moderates the “Generative AI: How Will It Impact Edge Applications and Machine Perception?” Expert Panel at the May 2023 Embedded Vision Summit. Other panelists include Greg Kostello, CTO
Cadence Accelerates On-device and Edge AI Performance and Efficiency with New Neo NPU IP and NeuroWeave SDK for Silicon Design
Highlights: Neo NPUs efficiently offload from any host processor and scale from 8 GOPS to 80 TOPS in a single core, extending to hundreds of TOPS for multicore AI IP delivers industry-leading AI performance and
“Frontiers in Perceptual AI: First-person Video and Multimodal Perception,” a Keynote Presentation from Kristen Grauman
Kristen Grauman, Professor at the University of Texas at Austin and Research Director at Facebook AI Research, presents the “Frontiers in Perceptual AI: First-person Video and Multimodal Perception” tutorial at the May 2023 Embedded Vision
Technologies
“Using a Collaborative Network of Distributed Cameras for Object Tracking,” a Presentation from Invision AI
Samuel Örn, Team Lead and Senior Machine Learning and Computer Vision Engineer at Invision AI, presents the “Using a Collaborative Network of Distributed Cameras for Object Tracking” tutorial at the May 2023 Embedded Vision Summit. Using multiple fixed cameras to track objects requires a careful solution design. To enable scaling… “Using a Collaborative Network of
ProHawk Technology Group Overview of AI-enabled Computer Vision Restoration
Brent Willis, Chief Operating Officer of the ProHawk Technology Group, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Willis discusses the company’s AI-enabled computer vision restoration technology. ProHawk’s patented algorithms and technologies enable real-time, pixel-by-pixel video restoration, overcoming virtually all environmental
DeGirum Demonstration of Streaming Edge AI Development and Deployment
Konstantin Kudryavtsev, Vice President of Software Development at DeGirum, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Kudryavtsev demonstrates streaming edge AI development and deployment using the company’s JavaScript and Python SDKs and its cloud platform. On the software front, DeGirum
Applications
“Using a Collaborative Network of Distributed Cameras for Object Tracking,” a Presentation from Invision AI
Samuel Örn, Team Lead and Senior Machine Learning and Computer Vision Engineer at Invision AI, presents the “Using a Collaborative Network of Distributed Cameras for Object Tracking” tutorial at the May 2023 Embedded Vision Summit. Using multiple fixed cameras to track objects requires a careful solution design. To enable scaling… “Using a Collaborative Network of
ProHawk Technology Group Overview of AI-enabled Computer Vision Restoration
Brent Willis, Chief Operating Officer of the ProHawk Technology Group, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Willis discusses the company’s AI-enabled computer vision restoration technology. ProHawk’s patented algorithms and technologies enable real-time, pixel-by-pixel video restoration, overcoming virtually all environmental
Unleashing LiDAR’s Potential: A Conversation with Innovusion
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market for LiDAR in automotive applications is expected to reach US$3.9 billion in 2028 from US$169 million in 2022, representing a 69% Compound Annual Growth Rate (CAGR). According to Yole Intelligence’s
Functions
“Using a Collaborative Network of Distributed Cameras for Object Tracking,” a Presentation from Invision AI
Samuel Örn, Team Lead and Senior Machine Learning and Computer Vision Engineer at Invision AI, presents the “Using a Collaborative Network of Distributed Cameras for Object Tracking” tutorial at the May 2023 Embedded Vision Summit. Using multiple fixed cameras to track objects requires a careful solution design. To enable scaling… “Using a Collaborative Network of
ProHawk Technology Group Overview of AI-enabled Computer Vision Restoration
Brent Willis, Chief Operating Officer of the ProHawk Technology Group, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Willis discusses the company’s AI-enabled computer vision restoration technology. ProHawk’s patented algorithms and technologies enable real-time, pixel-by-pixel video restoration, overcoming virtually all environmental
DeGirum Demonstration of Streaming Edge AI Development and Deployment
Konstantin Kudryavtsev, Vice President of Software Development at DeGirum, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Kudryavtsev demonstrates streaming edge AI development and deployment using the company’s JavaScript and Python SDKs and its cloud platform. On the software front, DeGirum
