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LLiMa: SiMa.ai’s Automated Code Generation Framework for LLMs and VLMs for <10W

Algorithms & Models, Blog Posts, Multimodal, Processors, SiMa.ai, Software, Tools /

This blog post was originally published at SiMa.ai’s website. It is reprinted here with the permission of SiMa.ai. In our blog post titled “Implementing Multimodal GenAI Models on Modalix”, we describe how SiMa.ai’s MLSoC Modalix enables Generative AI models to be implemented for Physical AI applications with low latency and low power consumption.  We implemented […]

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“Introduction to Deep Learning and Visual AI: Fundamentals and Architectures,” a Presentation from eBay

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

Mohammad Haghighat, Senior Manager for CoreAI at eBay, presents the “Introduction to Deep Learning and Visual AI: Fundamentals and Architectures” tutorial at the May 2025 Embedded Vision Summit. This talk provides a high-level introduction to artificial intelligence and deep learning, covering the basics of machine learning and the key concepts of deep learning. Haghighat explores

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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… “Deep Sentinel: Lessons Learned Building,

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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

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

“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… “Introduction to Knowledge Distillation: Smaller,

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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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“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… “Introduction to Enhancing Data Quality

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Accelerate Autonomous Vehicle Development with the NVIDIA DRIVE AGX Thor Developer Kit

Algorithms & Models, Automotive, Blog Posts, NVIDIA, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicle (AV) technology is rapidly evolving, fueled by ever-larger and more complex AI models deployed at the edge. Modern vehicles now require not only advanced perception and sensor fusion, but also end-to-end deep learning pipelines that

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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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