In medical settings, IV infusions deliver intravenous fluids or medications by allowing fluid to flow from an IV bag through tubing and a drip chamber, known as an administration set. In this talk, we will show how SAFEflow uses embedded […]
(Time Blocks)
March 19, 2026
• walker
IV infusion is the method of delivering intravenous fluids or medications where fluid flows from an IV bag to the patient. IV infusions are one of the most common clinical procedures performed in hospitals, yet the underlying technology governing how […]
March 19, 2026
• walker
The next generation of AI agents is moving beyond cloud-based text-only models and will interact with the physical multimodal world in real time. In the vision domain, AI agents rely on vision-language models (VLMs) as their backbones. However, deploying massive […]
March 11, 2026
• walker
What does the world look like when intelligence is too cheap to meter, when edge AI becomes ubiquitous, when “predicting the next word” becomes “predicting the next state of the physical world?” Which industries and companies will benefit, and which […]
In this session, Jeff Bier will continue his exploration of the most important recent developments and trends in the fast-moving world of computer vision and AI technologies and applications. Jeff will highlight promising opportunities in emerging applications. He will also […]
In this session, Jeff Bier (Founder of the Edge AI and Vision Alliance and Program Chair for the Embedded Vision Summit) will share an insider’s perspective on some of the most important recent developments and trends in the fast-moving world […]
March 11, 2026
• walker
As computer vision workloads grow in scale and complexity, developers need high-performance, cost-efficient infrastructure to keep pace. In this session, OpenCV and AWS present Cloud Optimized OpenCV (COOL), an exclusive hardware-aware distribution of OpenCV built specifically for Arm-based AWS Graviton […]
Edge AI system developers often assume that AI workloads require a GPU or NPU. But when cost, latency, complex I/O or tight power budgets dominate, FPGAs offer compelling advantages. In this talk we’ll explore how FPGAs serve not just as […]
March 9, 2026
• walker
Your computer vision prototype works beautifully: USB camera on a Jetson dev kit, software humming, investors impressed. Production isn’t that convenient. It brings MIPI‑CSI buses, custom kernel drivers, device‑tree overlays—and complexity most teams meet too late. This talk walks the […]
Deployment of neural networks at the edge is often constrained by the rigidity and integration cost of domain-specific accelerators. In this talk, we address the “efficiency wall”: when an accelerator optimized for one architecture (e.g., CNNs) runs another (e.g., transformers), […]
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