Holoscan – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-11T15:00:00Z http://www.open-lab.net/blog/feed/ Guillaume Polaillon <![CDATA[Power Real-Time AI Media Effects with New AI Reference Apps on NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=102093 2025-06-26T18:58:53Z 2025-06-17T16:00:00Z Live media workflows are increasingly using AI microservices to augment production capabilities. However, advanced AI models are mostly hosted in the cloud,...]]> Live media workflows are increasingly using AI microservices to augment production capabilities. However, advanced AI models are mostly hosted in the cloud,...AI Virtual Camera video input and output.

Live media workflows are increasingly using AI microservices to augment production capabilities. However, advanced AI models are mostly hosted in the cloud, making it challenging to process high-bitrate, uncompressed media streams due to constraints around network latency, bandwidth, and real-time scalability. NVIDIA released new AI reference applications that facilitate the ease of AI��

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Leela Subramaniam Karumbunathan <![CDATA[NVIDIA Holoscan Sensor Bridge Empowers Developers with Real-Time Data Processing]]> http://www.open-lab.net/blog/?p=101629 2025-06-17T16:09:49Z 2025-06-12T07:30:00Z In the rapidly evolving robotics and edge AI landscape, the ability to efficiently process and transfer sensor data is crucial. Many edge applications are...]]> In the rapidly evolving robotics and edge AI landscape, the ability to efficiently process and transfer sensor data is crucial. Many edge applications are...Decorative image.

In the rapidly evolving robotics and edge AI landscape, the ability to efficiently process and transfer sensor data is crucial. Many edge applications are moving away from single-sensor fixed-function solutions and in favor of diverse sensor arrays. These include vision, audio, temperature, force/torque, and communication sensors, IMUs, idaradar systems, ultrasounds, motors, and actuators.

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Elias Wolfberg <![CDATA[How SETI Uses AI to Search for Intelligent Alien Life]]> http://www.open-lab.net/blog/?p=99382 2025-05-15T19:08:36Z 2025-04-28T22:57:24Z A researcher from the SETI Institute described to a packed audience at GTC 2025 how SETI had successfully trialed a novel method to identify interstellar radio...]]> A researcher from the SETI Institute described to a packed audience at GTC 2025 how SETI had successfully trialed a novel method to identify interstellar radio...

A researcher from the SETI Institute described to a packed audience at GTC 2025 how SETI had successfully trialed a novel method to identify interstellar radio waves which, theoretically, can also be used to identify communication from intelligent extraterrestrial life. Luigi Cruz, a staff engineer at SETI, the world��s foremost organization looking for signs of intelligent life on other��

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Ansley Dunn <![CDATA[Easily Build Edge AI Apps with Dynamic Flow Control in NVIDIA Holoscan 3.0]]> http://www.open-lab.net/blog/?p=97746 2025-04-23T00:08:15Z 2025-03-20T13:30:00Z NVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control,...]]> NVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control,...

NVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control, empowering developers to design more robust, scalable, and efficient systems. With physical AI rapidly evolving, Holoscan 3.0 is built to adapt, making it easier than ever to tackle the challenges of today��s dynamic environments.

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Gareth Sylvester-Bradley <![CDATA[Supercharging Live Media Workflows with NVIDIA NIM and NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=96650 2025-03-06T19:26:34Z 2025-03-05T21:11:31Z NVIDIA Holoscan for Media is an NVIDIA-accelerated platform designed for multi-vendor live production and AI. It will be showcased at GTC, highlighting NVIDIA...]]> NVIDIA Holoscan for Media is an NVIDIA-accelerated platform designed for multi-vendor live production and AI. It will be showcased at GTC, highlighting NVIDIA...A picture of a person sitting in front of audiovisual equipment.

NVIDIA Holoscan for Media is an NVIDIA-accelerated platform designed for multi-vendor live production and AI. It will be showcased at GTC, highlighting NVIDIA NIM, AI SDKs, and microservices that enhance live production workflows. Built on Kubernetes, the container orchestration platform simplifies media timing, synchronization, and management through NVIDIA components such as the GPU and��

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Alexander Ladikos <![CDATA[Real-Time Surgical Guidance by Fusing Multi-Modal Imaging with NVIDIA Holoscan]]> http://www.open-lab.net/blog/?p=89703 2024-10-17T19:06:57Z 2024-10-07T12:00:00Z Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...]]> Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...Photo of an image scanner. Source: ORSI Academy.

Developers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve surgical workflows. One such challenge is efficiently combining multi-modal imaging data, such as preoperative 3D patient images with intra-operative video. This is key to providing surgeons with real-time��

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Gareth Sylvester-Bradley <![CDATA[Transform Live Media Pipelines with NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=88415 2024-09-19T19:33:34Z 2024-09-09T16:00:00Z NVIDIA Holoscan for Media is now ready to be used in live production, taking advantage of the best of both networking and GPU technologies.  Holoscan for...]]> NVIDIA Holoscan for Media is now ready to be used in live production, taking advantage of the best of both networking and GPU technologies.  Holoscan for...GIF of live stream being modified by NVIDIA Holoscan for Media.

NVIDIA Holoscan for Media is now ready to be used in live production, taking advantage of the best of both networking and GPU technologies. Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI. It delivers applications from established and emerging vendors across the ecosystem on repurposable��

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Sepi Motamedi <![CDATA[Video: Build Live Media Applications for AI-Enabled Infrastructure with NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=87234 2024-11-04T22:50:16Z 2024-08-14T17:35:11Z NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI.  This video...]]> NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI.  This video...

NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI. This video explains how developers in live media can use NVIDIA Holoscan for Media to build and deploy applications as software on repurposable, NVIDIA-accelerated, commercial off-the-shelf hardware. The video features Guillaume Polaillon��

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Ian Stewart <![CDATA[Powering the Future of AI-Enabled Medical Devices with NVIDIA Holoscan and RTI Connext]]> http://www.open-lab.net/blog/?p=84866 2024-11-04T22:55:13Z 2024-07-03T20:44:53Z The demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on...]]> The demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on...

The demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on real-time edge AI, the next generation of healthcare promises to deliver more precise treatments, improve patient outcomes, and increase operational efficiencies. Operating rooms of the future, for example��

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Meiran Peng <![CDATA[Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK]]> http://www.open-lab.net/blog/?p=83116 2024-06-13T19:06:01Z 2024-06-05T14:00:00Z NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...]]> NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...

NVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their end-to-end sensor processing pipeline. NVIDIA Holoscan SDK features include: Holoscan SDK can be used to build streaming AI pipelines for a range of industries and use cases, including medical devices, high-performance computing at��

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Suhas Hariharapura Sheshadri https://www.linkedin.com/in/suhassheshadri/ <![CDATA[Production-Ready, Enterprise-Grade Software on NVIDIA IGX Platform, Support for NVIDIA RTX 6000 ADA, and More]]> http://www.open-lab.net/blog/?p=83084 2024-06-13T19:06:10Z 2024-06-02T11:00:00Z Real-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data...]]> Real-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data...Decorative image of green icons on a black screen behind IGX hardware.

Real-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data processing, low latency, and high reliability to ensure timely and accurate decision-making. The challenges involve not only high-bandwidth sensor processing and AI computation on the hardware platform but also the need for enterprise-level AI��

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Gareth Sylvester-Bradley <![CDATA[Next-Generation Live Media Apps on Repurposable Clusters with NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=80692 2024-05-07T17:53:41Z 2024-04-09T15:00:00Z NVIDIA Holoscan for Media is now available to all developers looking to build next-generation live media applications on fully repurposable clusters. ...]]> NVIDIA Holoscan for Media is now available to all developers looking to build next-generation live media applications on fully repurposable clusters. ...Decorative collage of media images superimposed on data center mockup.

NVIDIA Holoscan for Media is now available to all developers looking to build next-generation live media applications on fully repurposable clusters. Holoscan for Media is a software-defined platform for building and deploying applications for live media. It revolutionizes application development by providing an IP-based, cloud-native architecture that isn��t constrained by dedicated hardware��

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Mostafa Toloui <![CDATA[Developing Production-Ready AI Sensor Processing Applications with NVIDIA Holoscan 1.0]]> http://www.open-lab.net/blog/?p=79788 2024-04-09T23:45:13Z 2024-03-20T17:00:00Z Edge AI developers are building AI applications and products for safety-critical and regulated use cases. With NVIDIA Holoscan 1.0, these applications can...]]> Edge AI developers are building AI applications and products for safety-critical and regulated use cases. With NVIDIA Holoscan 1.0, these applications can...

Edge AI developers are building AI applications and products for safety-critical and regulated use cases. With NVIDIA Holoscan 1.0, these applications can incorporate real-time insights and processing in milliseconds. With the recent release of NVIDIA Holoscan 1.0, developers can more easily build production-ready applications for multimodal, real-time sensor processing.

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Gareth Sylvester-Bradley <![CDATA[Streamline Live Media Application Development with New Features in NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=79072 2024-04-25T19:14:28Z 2024-03-12T20:00:00Z NVIDIA Holoscan for Media is a software-defined platform for building and deploying applications for live media. Recent updates introduce a user-friendly...]]> NVIDIA Holoscan for Media is a software-defined platform for building and deploying applications for live media. Recent updates introduce a user-friendly...

NVIDIA Holoscan for Media is a software-defined platform for building and deploying applications for live media. Recent updates introduce a user-friendly developer interface and new capabilities for application deployment to the platform. Holoscan for Media now includes Helm Dashboard, which delivers an intuitive user interface for orchestrating and managing Helm charts.

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Nigel Nelson <![CDATA[Deploy Large Language Models at the Edge with NVIDIA IGX Orin Developer Kit]]> http://www.open-lab.net/blog/?p=72986 2024-05-02T16:47:03Z 2023-11-15T17:30:00Z As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....]]> As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....

As large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge. First, what is the most advanced LLM that can be run and deployed at the edge? And second, how can real-world applications leverage these advancements? Running a state-of-the-art open-source LLM like Llama 2 70B, even at reduced FP16��

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Harry Petty <![CDATA[Accelerating Ptychography Workflows with NVIDIA Holoscan at Diamond Light Source]]> http://www.open-lab.net/blog/?p=72819 2023-11-16T19:16:36Z 2023-11-14T17:00:00Z Diamond Light Source is a world-renowned synchrotron facility in the UK that provides scientists with access to intense beams of x-rays, infrared, and other...]]> Diamond Light Source is a world-renowned synchrotron facility in the UK that provides scientists with access to intense beams of x-rays, infrared, and other...

Diamond Light Source is a world-renowned synchrotron facility in the UK that provides scientists with access to intense beams of x-rays, infrared, and other forms of light to study materials and biological structures. The facility boasts over 30 experimental stations or beamlines, and is home to some of the most advanced and complex scientific research projects in the world. I08-1��

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Gareth Sylvester-Bradley <![CDATA[Software-Defined Broadcast with NVIDIA Holoscan for Media]]> http://www.open-lab.net/blog/?p=70826 2024-03-13T19:05:53Z 2023-09-14T19:00:00Z The broadcast industry is undergoing a transformation in how content is created, managed, distributed, and consumed. This transformation includes a shift from...]]> The broadcast industry is undergoing a transformation in how content is created, managed, distributed, and consumed. This transformation includes a shift from...

The broadcast industry is undergoing a transformation in how content is created, managed, distributed, and consumed. This transformation includes a shift from traditional linear workflows bound by fixed-function devices to flexible and hybrid, software-defined systems that enable the future of live streaming. Developers can now apply to join the early access program for NVIDIA Holoscan for��

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Mostafa Toloui <![CDATA[Scalable AI Sensor Streaming with Multi-GPU and Multi-Node Capabilities in NVIDIA Holoscan 0.6]]> http://www.open-lab.net/blog/?p=69430 2024-03-13T19:06:10Z 2023-08-18T14:55:14Z Demand for real-time insights and autonomous decision-making is growing in various industries. To meet this demand, we need scalable edge-solution platforms...]]> Demand for real-time insights and autonomous decision-making is growing in various industries. To meet this demand, we need scalable edge-solution platforms...Decorative image showing NVIDIA Holoscan use cases.

Demand for real-time insights and autonomous decision-making is growing in various industries. To meet this demand, we need scalable edge-solution platforms that can effectively process AI-enabled sensor data right at the source and scale out to on-premises or cloud compute resources. However, developers face many challenges in using AI and sensor processing at the edge: Before��

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Julien Jomier <![CDATA[New Reference Applications for Edge AI Developers on HoloHub with NVIDIA Holoscan v0.5]]> http://www.open-lab.net/blog/?p=63821 2024-03-13T19:06:27Z 2023-04-27T16:00:41Z Edge AI applications, whether in airports, cars, military operations, or hospitals, rely on high-powered sensor streaming applications that enable real-time...]]> Edge AI applications, whether in airports, cars, military operations, or hospitals, rely on high-powered sensor streaming applications that enable real-time...Image of a warehouse simulation.

Edge AI applications, whether in airports, cars, military operations, or hospitals, rely on high-powered sensor streaming applications that enable real-time processing and decision-making. With its latest v0.5 release, the NVIDIA Holoscan SDK is ushering in a new wave of sensor-processing capabilities for the next generation of AI applications at the edge. This release also coincides with the��

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Greyson Davis <![CDATA[Accelerate Your Edge AI Journey with NVIDIA IGX Orin Developer Kit]]> http://www.open-lab.net/blog/?p=62047 2023-03-23T20:08:42Z 2023-03-21T16:49:54Z Imagine you are about to embark on the mountain biking adventure of a lifetime. You have done all of the planning and training. Now, all you need is the perfect...]]> Imagine you are about to embark on the mountain biking adventure of a lifetime. You have done all of the planning and training. Now, all you need is the perfect...

Imagine you are about to embark on the mountain biking adventure of a lifetime. You have done all of the planning and training. Now, all you need is the perfect bike. You need the best shocks, tires, brakes, frame, handlebars, and seat. Imagine that all of these parts would come together in one package, preassembled, saving you time and money. NVIDIA IGX Orin offers a similar package to edge��

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Julien Jomier <![CDATA[Rapidly Build AI-Streaming Apps with Python and C++]]> http://www.open-lab.net/blog/?p=59300 2023-05-24T00:11:43Z 2023-01-09T21:00:00Z The computational needs for AI processing of sensor streams at the edge are increasingly demanding. Edge devices must keep up with high rates of incoming data...]]> The computational needs for AI processing of sensor streams at the edge are increasingly demanding. Edge devices must keep up with high rates of incoming data...

The computational needs for AI processing of sensor streams at the edge are increasingly demanding. Edge devices must keep up with high rates of incoming data streams, processing, displaying, archiving, and streaming results or closing a control loop in real time. This requires powerful, efficient, and accurate hardware and software solutions capable of high performance computing.

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Erik Pounds <![CDATA[New Languages, Enhanced Cybersecurity, and Medical AI Frameworks Unveiled at GTC]]> http://www.open-lab.net/blog/?p=54868 2023-05-23T23:52:54Z 2022-09-21T15:18:00Z At GTC 2022, NVIDIA introduced enhancements to AI frameworks for building real-time speech AI applications, designing high-performing recommenders at scale,...]]> At GTC 2022, NVIDIA introduced enhancements to AI frameworks for building real-time speech AI applications, designing high-performing recommenders at scale,...

At GTC 2022, NVIDIA introduced enhancements to AI frameworks for building real-time speech AI applications, designing high-performing recommenders at scale, applying AI to cybersecurity challenges, creating AI-powered medical devices, and more. Showcased real-world, end-to-end AI frameworks highlighted the customers and partners leading the way in their industries and domains.

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Harry Petty <![CDATA[Facing the Edge Data Challenge with HPC + AI]]> http://www.open-lab.net/blog/?p=48854 2023-05-22T22:13:08Z 2022-06-02T22:11:14Z This post was updated April 2023. Scientific instruments are being upgraded to deliver 10�C100x more sensitivity and resolution over the next decade, requiring...]]> This post was updated April 2023. Scientific instruments are being upgraded to deliver 10�C100x more sensitivity and resolution over the next decade, requiring...

This post was updated April 2023. Scientific instruments are being upgraded to deliver 10�C100x more sensitivity and resolution over the next decade, requiring a corresponding scale-up for storage and processing. The data produced from these enhanced instruments will reach limits that Moore��s law cannot adequately address and it will challenge traditional operating models solely based on HPC��

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