Brian Dipert

Why Synthetic Data Is Shaping the Future of Computer Vision

Algorithms & Models, Blog Posts, Geisel Software, Software, Tools /

This blog post was originally published at Geisel Software’s Symage website. It is reprinted here with the permission of Geisel Software. The future of “seeing” Synthetic data solves data bottlenecks: It reduces the time and cost of collecting and labeling data—particularly rare edge cases—which often consume the majority of AI development time. Complex scenes remain […]

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“Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company,” a Presentation from Deep Sentinel

Algorithms & Models, Edge AI and Vision Alliance, Memory, Object Identification, Object Tracking, Processors, Security, Sensors and Cameras, Software, Summit 2025, Tools, Videos /

David Selinger, CEO of Deep Sentinel, presents the “Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company” tutorial at the May 2025 Embedded Vision Summit. Deep Sentinel’s edge AI security cameras stop some 45,000 crimes per year. Unlike most security camera systems, they don’t just record video for later playback:

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Axelera AI Boosts LLMs at the Edge by 2x with Metis M.2 Max Introduction

Axelera AI, News, Processors /

First of its kind performance for LLMs and VLMs for low power, embedded devices. EINDHOVEN, NL – September 8, 2025 – Axelera AI, the leading provider of purpose-built AI hardware acceleration technology, today announced Metis® M.2 Max, a new addition to the company’s class-leading Metis AI processor unit (AIPU) family. Delivering the performance of a

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Automated Driving for All: Snapdragon Ride Pilot System Brings State-of-the-art Safety and Comfort Features to Drivers Across the Globe

Algorithms & Models, Automotive, Blog Posts, Object Identification, Object Tracking, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Technologies, Inc. introduces Snapdragon Ride Pilot at IAA Mobility 2025 What you should know: Qualcomm Technologies, Inc. has introduced Snapdragon Ride Pilot to help make driving more safety-focused and convenient for people around the world. Features

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“Introduction to Knowledge Distillation: Smaller, Smarter AI Models for the Edge,” a Presentation from Deep Sentinel

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2025, Tools, Videos /

David Selinger, CEO of Deep Sentinel, presents the “Introduction to Knowledge Distillation: Smaller, Smarter AI Models for the Edge” tutorial at the May 2025 Embedded Vision Summit. As edge computing demands smaller, more efficient models, knowledge distillation emerges as a key approach to model compression. In this presentation, Selinger delves into the details of this

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Smarter, Faster, More Personal AI Delivered on Consumer Devices with Arm’s New Lumex CSS Platform, Driving Double-digit Performance Gains

Algorithms & Models, Arm, News, Processors, Software, Tools /

News Highlights: Arm Lumex CSS platform unlocks real-time on-device AI use cases like assistants, voice translation and personalization, with new SME2-enabled Arm CPUs delivering up to 5x faster AI performance Developers can access SME2 performance with KleidiAI, now integrated into all major mobile OSes and AI frameworks, including PyTorch ExecuTorch, Google LiteRT, Alibaba MNN and

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Qualcomm and Google Cloud Deepen Collaboration to Bring Agentic AI Experiences to the Auto Industry

Algorithms & Models, Automotive, News, Processors, Qualcomm, Software, Tools /

Highlights: Landmark technical collaboration brings together the strengths of two industry leaders with Google Gemini models and Qualcomm Snapdragon Digital Chassis solutions to help automakers create deeply personalized and advanced AI agents that will redefine customers’ experiences at every point in their journeys. Combines the best of both worlds – powerful on-device AI for instant,

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How AI-powered Cameras Are Transforming Data Center Security

Blog Posts, e-con Systems, Face Detection, Face Recognition, Object Identification, Security, Sensors and Cameras /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Data centers process, store, and transmit enormous volumes of data. So, it makes them natural targets for intrusion, sabotage, and other violations. Learn about the importance of AI-based camera surveillance in data centers and their

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“Introduction to Enhancing Data Quality for AI Success,” a Presentation from CVS Health

Algorithms & Models, Edge AI and Vision Alliance, Software, Summit 2025, Tools, Videos /

Aarohi Tripathi, Senior Data Engineer at CVS Health, presents the “Introduction to Enhancing Data Quality for AI Success,” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Tripathi focuses on the critical role that high-quality data plays in the effectiveness and accuracy of AI models. Since AI systems learn patterns from data, ensuring

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New Geometries Driving MEMS Gyroscopes Towards Better Performance

Market Analysis, Sensors and Cameras /

Inertial measurement units, or IMUs, form the backbone of the physical layer of modern navigation systems. According to IDTechEx‘s research report, “Next-Generation MEMS 2026-2036: Markets, Technologies, and Players“, high-end IMUs constitute a US$3.8 billion global market. IMUs are continually evolving to serve a diverse and challenging set of performance requirements from industry. In particular, IDTechEx

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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