Blog Posts

Build High-performance Vision AI Pipelines with NVIDIA CUDA-accelerated VC-6

Blog Posts, Multimodal, NVIDIA /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The constantly increasing compute throughput of NVIDIA GPUs presents a new opportunity for optimizing vision AI workloads: keeping the hardware fed with data. As GPU performance continues to scale, traditional data pipeline stages, such as I/O from […]

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

Algorithms, 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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Why Synthetic Data Is Shaping the Future of Computer Vision

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

Algorithms, 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 +

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

Algorithms, 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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Building a Versatile Vision Data Simulation Platform: Key Components and Architecture

Algorithms, 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. Are Real-World Data Limitations Holding Back Your AI Models? KEY TAKEAWAYS: Versatile Data Simulation Powers Industry Relevance A truly effective vision data simulation platform leverages modular architecture and configurable domain parameters to adapt seamlessly

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GenAI Firsts: Redefining What’s Possible At the Edge

Algorithms, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. How our pioneering research and leading proof-of-concepts are paving the way for generative AI to scale What you should know: Qualcomm AI Research is pioneering research and inventing novel techniques to deliver efficient, high-performance GenAI solutions. Our

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How to Support Multi-planar Format in Python V4L2 Applications on i.MX8M Plus

Algorithms, Blog Posts, e-con Systems, NXP Semiconductors, Processors, Sensors and Cameras, Software, Tools /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The default Python V4L2 library module contains critical details related to the V4L2 capture method. Learn how to implement basic definitions (missing the default library module) and capture images in the V4L2 multi-planar format. Python

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Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety

Algorithms, Automotive, Blog Posts, NVIDIA, Object Identification, Object Tracking, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. AI and OpenUSD accelerate safe, scalable autonomous vehicle development by enabling simulation-first approaches. Editor’s note: This blog is a part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their

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