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Evaluating Edge AI Processor in the Generative AI Era
Evaluating Edge AI Processor in the Generative AI Era
TOPS Matter, But They’re Not Enough. As edge AI continues to revolutionize industries, choosing the right processor becomes a critical decision for developers and businesses. While the number of TOPS (tera operations per second) has historically been the go-to metric for evaluating AI hardware, relying on it exclusively can lead to oversimplified and misleading conclusions….
Avi Baum
Juni 29, 2025
Edge AI Device
Generative AI

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Edge AI Developer
TAPPAS
Wie ein Open Model Zoo die Entwicklung Ihres Edge-KI-Systems vorantreiben kann
Die Entwicklung von Edge-KI-Systemen wurde durch die spannende Entstehung neuer speziell entwickelter…
Moran Gurewitz
Juli 20, 2021
AI Hardware
AI Hardware
Edge AI Device
Edge AI Device
Intelligent Camera
Intelligent Camera
Smart Retail
Smart Retail on the Edge: Why Powerful Intelligent Vision is the Future of Brick & Mortar Stores
Brick-and-mortar retail has been facing tough competition from eCommerce, with the COVID-19 tailwind reinforcing the growing transition from…
Moran Gurewitz
Juli 1, 2021
AI Benchmarks
AI Hardware
AI Hardware
Edge AI Box
Edge AI Developer
Edge AI Developer
Mind the System Gap: System-Level Implications for High-Performance Edge AI Coprocessors
Intro The new generation of domain-specific AI computing architectures is booming. The need for these and the benefit they provide to end…
Moran Gurewitz
Juni 17, 2021
AI Benchmarks
Edge AI Developer
Edge AI Developer
Evaluating Edge AI Accelerator Performance: Why TOPS Are Not Enough
The recent requirement for efficient edge AI solutions across Smart City, Smart Retail, Surveillance and Automotive, has driven a boom in…
Moran Gurewitz
Juni 2, 2021
AI Hardware
AI Hardware
Edge AI Developer
Edge AI Developer
Why Domain-Specific Dataflow Processing Is the Only Way Forward
The End of Moore’s Law and Dennard Scaling  For over 30 years, the evolution of general-purpose computing…
Moran Gurewitz
Mai 19, 2021
Edge AI Developer
Edge AI Developer
TAPPAS
Our 1st Hackathon: One Day to Develop a Winning AI App with the Hailo TAPPAS Toolkit
Introducing TAPPAS The MAD team is Hailo’s first and friendliest customer. We develop deep-learning based demos using the Hailo-8 AI…
Moran Gurewitz
Mai 5, 2021
Edge AI Developer
Edge AI Developer
Super Resolution
Super Resolution: Using Deep Learning to Improve Image Quality and Resolution
On Thursday, May 14, 1948, David Ben-Gurion stood in front of a national assembly and the entire world and declared the formation of the…
Moran Gurewitz
April 12, 2021
ADAS
ADAS
Automotive
Automotive
ADAS Anatomy: from SAE to NCAP
While my experience wandering the halls of CES 2020 more than a year ago seems as nostalgic as far more distant memories after this unusual…
Moran Gurewitz
April 7, 2021
Edge AI Developer
Edge AI Developer
Power Efficiency
Don’t Make Light of Power Efficiency When It Comes to Edge AI
In the last decade we have witnessed a surging demand for complex computing, more specifically for deep…
Moran Gurewitz
März 24, 2021
Edge AI Box
Intelligent Camera
Intelligent Camera
Security
Security
Surveillance
Surveillance
How the Edge AI Box Can Accelerate Adoption of AI for Surveillance and Security
Working “in AI”, having this amazing technology at your fingertips and spending your days discussing customer requirements and use cases…
Moran Gurewitz
März 10, 2021
Edge AI Developer
Edge AI Developer
Object Detection
Smart City
Unlocking Edge AI: A Lot of Compute Goes a Long Way
Recently, Hailo unveiled its new M.2 module and published some exciting benchmarks. Looking at the impressive numbers, one naturally asks:…
Moran Gurewitz
Februar 15, 2021
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