Robotics – NVIDIA Technical BlogNews and tutorials for developers, data scientists, and IT admins2025-04-28T23:02:19Zhttp://www.open-lab.net/blog/feed/Asawaree Bhide<![CDATA[R2D2: Adapting Dexterous Robots with NVIDIA Research Workflows and Models]]>http://www.open-lab.net/blog/?p=987542025-04-25T16:15:45Z2025-04-25T16:00:00ZRobotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often...
]]>Ashley Goldstein<![CDATA[Simulating Robots in Industrial Facility Digital Twins]]>http://www.open-lab.net/blog/?p=982012025-04-23T00:00:10Z2025-03-31T16:00:00ZIndustrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
]]>Asawaree Bhide<![CDATA[R2D2: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research]]>http://www.open-lab.net/blog/?p=981932025-04-03T18:45:30Z2025-03-27T15:00:00ZWelcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers...
]]>Pomi Lee<![CDATA[Just Released: Omniverse Kit 107.0]]>http://www.open-lab.net/blog/?p=982102025-04-03T18:46:32Z2025-03-26T19:25:39ZKit SDK 107.0 is a major update release with primary updates for robotics development.
]]>Ansley Dunn<![CDATA[Easily Build Edge AI Apps with Dynamic Flow Control in NVIDIA Holoscan 3.0]]>http://www.open-lab.net/blog/?p=977462025-04-23T00:08:15Z2025-03-20T13:30:00ZNVIDIA 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,...
]]>Mostafa Toloui<![CDATA[Introducing NVIDIA Isaac for Healthcare, an AI-Powered Medical Robotics Development Platform]]>http://www.open-lab.net/blog/?p=971372025-04-23T00:25:02Z2025-03-18T20:30:00ZThe future of MedTech is robotic��hospitals will be fully automated, with AI-driven surgical systems, robotic assistants, and autonomous patient care...
]]>2Hao Wang<![CDATA[Petabyte-Scale Video Processing with NVIDIA NeMo Curator on NVIDIA DGX Cloud]]>http://www.open-lab.net/blog/?p=970312025-03-20T17:07:03Z2025-03-18T19:22:51ZWith the rise of physical AI, video content generation has surged exponentially. A single camera-equipped autonomous vehicle can generate more than 1 TB of...
]]>3Aaron Luk<![CDATA[Using OpenUSD for Modular and Scalable Robotic Simulation and Development]]>http://www.open-lab.net/blog/?p=972042025-04-23T00:13:45Z2025-03-18T19:20:46ZThe world of robotics is undergoing a significant transformation, driven by rapid advancements in physical AI. This evolution is accelerating the time to market...
]]>Connor Smith<![CDATA[Building a Synthetic Motion Generation Pipeline for Humanoid Robot Learning]]>http://www.open-lab.net/blog/?p=945832025-04-28T23:02:19Z2025-03-18T19:08:52ZThis post was originally published January 2025 but has been extensively revised with new information. General-purpose humanoid robots are designed to adapt...
]]>Kalyan Meher Vadrevu<![CDATA[Accelerate Generalist Humanoid Robot Development with NVIDIA Isaac GR00T N1]]>http://www.open-lab.net/blog/?p=970162025-03-31T20:48:04Z2025-03-18T17:40:00ZHumanoid robots are designed to adapt to human workspaces, tackling repetitive or demanding tasks. However, creating general-purpose humanoid robots for...
]]>Pranjali Joshi<![CDATA[Scale Synthetic Data and Physical AI Reasoning with NVIDIA Cosmos World Foundation Models]]>http://www.open-lab.net/blog/?p=971322025-04-23T00:31:38Z2025-03-18T16:00:47ZThe next generation of AI-driven robots like humanoids and autonomous vehicles depends on high-fidelity, physics-aware training data. Without diverse and...
]]>Spencer Huang<![CDATA[Announcing Newton, an Open-Source Physics Engine for Robotics Simulation]]>http://www.open-lab.net/blog/?p=972532025-04-23T00:31:57Z2025-03-18T15:59:36ZPhysical AI models enable robots to autonomously perceive, interpret, reason, and interact with the real world. Accelerated computing and simulations are key to...
]]>6Anu Srivastava<![CDATA[Lightweight, Multimodal, Multilingual Gemma 3 Models Are Streamlined for Performance]]>http://www.open-lab.net/blog/?p=967702025-04-23T00:33:31Z2025-03-12T08:45:00ZBuilding AI systems with foundation models requires a delicate balancing of resources such as memory, latency, storage, compute, and more. One size does not fit...
]]>Michelle Horton<![CDATA[Top Physical AI and Robotics Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=967652025-03-06T19:26:33Z2025-03-06T00:59:23ZJoin these sessions to learn how accelerated computing, generative AI, and physics-based world simulation are advancing physical and embodied AI.
]]>Ben Oliveri<![CDATA[Featured OpenUSD Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=966262025-03-06T19:26:40Z2025-02-28T18:03:49ZLearn how to adopt and evolve OpenUSD for the world's physical and industrial AI data pipelines and workflows.
]]>Shubham Agrawal<![CDATA[Vision Language Model Prompt Engineering Guide for Image and Video Understanding]]>http://www.open-lab.net/blog/?p=962292025-04-23T02:38:32Z2025-02-26T16:25:34ZVision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual...
]]>Shawn Sipprell<![CDATA[Featured Spatial Computing and XR Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=965402025-03-06T19:26:46Z2025-02-26T01:35:26ZExplore the future of extended reality, and learn how spatial computing is changing the future of immersive development and industry workflows.
]]>Michelle Horton<![CDATA[AI for Climate, Energy, and Ecosystem Resilience at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=955202025-04-23T02:43:07Z2025-02-20T17:44:00ZFrom mitigating climate change to improving disaster response and environmental monitoring, AI is reshaping how we tackle critical global challenges....
]]>Joanne Chang<![CDATA[Featured Computer Vision and Video Analytics Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=961932025-02-20T15:50:53Z2025-02-20T17:00:00ZExplore visually perceptive AI agents, the latest vision AI technologies, hands-on training, and inspiring deployments.
]]>Brad Nemire<![CDATA[Featured Sessions for Students at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=961812025-02-20T15:52:32Z2025-02-15T02:00:58ZLearn from researchers, scientists, and industry leaders across a variety of topics including AI, robotics, and Data Science.
]]>Brad Nemire<![CDATA[Featured Researcher and Educator Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=958172025-02-06T19:33:45Z2025-02-05T23:03:06ZExplore the latest advancements in academia, including advanced research, innovative teaching methods, and the future of learning and technology.
]]>Matias Codesal<![CDATA[How to Use OpenUSD]]>http://www.open-lab.net/blog/?p=954792025-04-23T14:59:49Z2025-01-30T17:00:00ZUniversal Scene Description (OpenUSD) is an open, extensible framework and ecosystem with APIs for composing, editing, querying, rendering, collaborating, and...
]]>Shashank Maheshwari<![CDATA[NVIDIA JetPack 6.2 Brings Super Mode to NVIDIA Jetson Orin Nano and Jetson Orin NX Modules]]>http://www.open-lab.net/blog/?p=950892025-04-23T15:03:02Z2025-01-16T22:10:29ZThe introduction of the NVIDIA Jetson Orin Nano Super Developer Kit sparked a new age of generative AI for small edge devices. The new Super Mode delivered an...
]]>Pranjali Joshi<![CDATA[Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform]]>http://www.open-lab.net/blog/?p=945772025-01-23T19:54:31Z2025-01-09T17:42:06ZAs robotics and autonomous vehicles advance, accelerating development of physical AI��which enables autonomous machines to perceive, understand, and perform...
]]>1Brad Nemire<![CDATA[Upcoming Livestream: NVIDIA Developer Highlights from CES 2025]]>http://www.open-lab.net/blog/?p=948432025-01-23T19:54:32Z2025-01-09T10:00:00ZTune in January 16th at 9:00 AM PT for a live recap, followed by a Q&A of the latest developer announcements at CES 2025.
]]>Zeeshan Patel<![CDATA[Accelerate Custom Video Foundation Model Pipelines with New NVIDIA NeMo Framework Capabilities]]>http://www.open-lab.net/blog/?p=945412025-03-20T16:23:00Z2025-01-07T16:00:00ZGenerative AI has evolved from text-based models to multimodal models, with a recent expansion into video, opening up new potential uses across various...
]]>Pomi Lee<![CDATA[Just Released: Omniverse Kit SDK 106.5]]>http://www.open-lab.net/blog/?p=947472025-01-23T19:54:33Z2025-01-07T04:30:00ZKit 106.5 now supports USDz exports, improved new project flow, and preview of new RTX real-time mode.
]]>Samuel Ochoa<![CDATA[Build a Video Search and Summarization Agent with NVIDIA AI Blueprint]]>http://www.open-lab.net/blog/?p=860112025-02-13T20:44:57Z2025-01-07T04:20:00ZThis post was originally published July 29, 2024 but has been extensively revised with NVIDIA AI Blueprint information. Traditional video analytics applications...
]]>2Yichao Pan<![CDATA[Advancing Robot Learning, Perception, and Manipulation with Latest NVIDIA Isaac Release]]>http://www.open-lab.net/blog/?p=945212025-01-31T19:30:53Z2025-01-07T04:20:00ZAt CES 2025, NVIDIA announced key updates to NVIDIA Isaac, a platform of accelerated libraries, application frameworks, and AI models that accelerate the...
]]>Suhas Hariharapura Sheshadrihttps://www.linkedin.com/in/suhassheshadri/<![CDATA[NVIDIA Jetson Orin Nano Developer Kit Gets a ��Super�� Boost]]>http://www.open-lab.net/blog/?p=939422024-12-20T02:17:32Z2024-12-17T14:00:00ZThe generative AI landscape is rapidly evolving, with new large language models (LLMs), visual language models (VLMs), and vision language action (VLA) models...
]]>1Miles Macklin<![CDATA[Introducing Tile-Based Programming in Warp 1.5.0]]>http://www.open-lab.net/blog/?p=940022025-03-11T23:13:10Z2024-12-14T21:15:45ZWith the latest release of Warp 1.5.0, developers now have access to new tile-based programming primitives in Python. Leveraging cuBLASDx and cuFFTDx, these new...
]]>Elias Wolfberg<![CDATA[New AI Research Foreshadows Autonomous Robotic Surgery]]>http://www.open-lab.net/blog/?p=935472025-01-07T20:19:40Z2024-12-10T17:26:44ZA robot commonly used and manually manipulated by surgeons for routine operations can now autonomously perform key surgical tasks as precisely as humans....
]]>Monika Jhuria<![CDATA[Scaling Action Recognition Models with Synthetic Data]]>http://www.open-lab.net/blog/?p=915932024-12-12T19:35:22Z2024-12-03T18:36:55ZAction recognition models such as PoseClassificationNet have been around for some time, helping systems identify and classify human actions like walking,...
]]>Chen Tessler<![CDATA[Unified Whole-Body Control for Physically Simulated Humanoids]]>http://www.open-lab.net/blog/?p=928032024-12-12T19:38:33Z2024-12-02T22:18:29ZCreating interactive simulated humanoids that move naturally and respond intelligently to diverse control inputs remains one of the most challenging problems in...
]]>1Joanne Chang<![CDATA[Just Released: NVIDIA DeepStream 7.1]]>http://www.open-lab.net/blog/?p=926952024-12-12T19:46:55Z2024-11-25T16:40:22ZThe new release introduces Python support in Service Maker to accelerate real-time multimedia and AI inference applications with a powerful GStreamer...
]]>Shashank Maheshwari<![CDATA[NVIDIA JetPack 6.1 Boosts Performance and Security through Camera Stack Optimizations and Introduction of Firmware TPM]]>http://www.open-lab.net/blog/?p=912832024-12-12T19:47:55Z2024-11-21T22:01:16ZNVIDIA JetPack has continuously evolved to offer cutting-edge software tailored to the growing needs of edge AI and robotic developers. With each release,...
]]>Asawaree Bhide<![CDATA[Advancing Humanoid Robot Sight and Skill Development with NVIDIA Project GR00T]]>http://www.open-lab.net/blog/?p=913332024-11-14T17:10:46Z2024-11-06T16:00:00ZHumanoid robots present a multifaceted challenge at the intersection of mechatronics, control theory, and AI. The dynamics and control of humanoid robots are...
]]>Ben Oliveri<![CDATA[Spotlight: Galbot Builds a Large-Scale Dexterous Hand Dataset for Humanoid Robots Using NVIDIA Isaac Sim]]>http://www.open-lab.net/blog/?p=914582024-11-14T17:10:45Z2024-11-06T16:00:00ZRobotic dexterous grasping is a critical area of research and development, aimed at enabling robots to interact with and manipulate objects as flexibly as...
]]>Ben Oliveri<![CDATA[Spotlight: Fourier Trains Humanoid Robots for Real-World Roles Using NVIDIA Isaac Gym]]>http://www.open-lab.net/blog/?p=914942024-11-26T17:31:16Z2024-11-06T16:00:00ZThis post was written in partnership with the Fourier research team. Training humanoid robots to operate in fields that demand high levels of interaction and...
]]>Michelle Horton<![CDATA[Teaching Robots to Tackle Household Chores]]>http://www.open-lab.net/blog/?p=911862024-11-14T18:09:53Z2024-10-30T19:57:15ZRobotics could make everyday life easier by taking on repetitive or time-consuming tasks. At NVIDIA GTC 2024, researchers from Stanford University unveiled...
]]>Nathan Horrocks<![CDATA[NVIDIA Showcases the Future of Intelligent Robots at CoRL 2024]]>http://www.open-lab.net/blog/?p=909072024-10-31T18:37:06Z2024-10-25T15:00:00ZFrom humanoids to policy, explore the work NVIDIA is bringing to the robotics community.
]]>Madison Huang<![CDATA[Powering the Next Wave of AI Robotics with Three Computers?]]>http://www.open-lab.net/blog/?p=908842024-10-31T18:37:24Z2024-10-24T19:21:33ZNVIDIA has built three computers and accelerated development platforms to enable developers to create physical AI.
]]>Rishabh Chadha<![CDATA[A Beginner��s Guide to Simulating and Testing Robots with ROS 2 and NVIDIA Isaac Sim]]>http://www.open-lab.net/blog/?p=904872024-10-31T18:40:24Z2024-10-22T07:00:00ZPhysical AI-powered robots need to autonomously sense, plan, and perform complex tasks in the physical world. These include transporting and manipulating...
]]>Vikas Sharma<![CDATA[How to Calibrate Sensors with MSA Calibration Anywhere for NVIDIA Isaac Perceptor]]>http://www.open-lab.net/blog/?p=905692024-10-31T18:40:06Z2024-10-22T07:00:00ZMultimodal sensor calibration is critical for achieving sensor fusion for robotics, autonomous vehicles, mapping, and other perception-driven applications....
]]>Shouyan Wang<![CDATA[Treating Brain Disease with Brain-Machine Interactive Neuromodulation and NVIDIA Jetson]]>http://www.open-lab.net/blog/?p=899872025-01-07T20:23:47Z2024-10-16T16:00:00ZNeuromodulation is a technique that enhances or restores brain function by directly intervening in neural activity. It is commonly used to treat conditions like...
]]>1Andres Diaz-Pinto<![CDATA[Advancing Surgical Robotics with AI-Driven Simulation and Digital Twin Technology]]>http://www.open-lab.net/blog/?p=899812025-01-07T20:25:02Z2024-10-14T19:30:00ZThe integration of robotic surgical assistants (RSAs) in operating rooms offers substantial advantages for both surgeons and patient outcomes. Currently...
]]>Michelle Horton<![CDATA[How AI and Robotics are Driving Agricultural Productivity and Sustainability]]>http://www.open-lab.net/blog/?p=894542024-10-17T19:07:15Z2024-09-25T15:53:36ZBy 2030, John Deere aims for fully autonomous farming, addressing global challenges like labor shortages, sustainability, and food security. Their AI and...
]]>Abrar Anwar<![CDATA[Using Generative AI to Enable Robots to Reason and Act with ReMEmbR]]>http://www.open-lab.net/blog/?p=889322024-11-07T05:08:39Z2024-09-23T20:01:55ZVision-language models (VLMs) combine the powerful language understanding of foundational LLMs with the vision capabilities of vision transformers (ViTs) by...
]]>Shuo Wang<![CDATA[Simplifying Camera Calibration to Enhance AI-Powered Multi-Camera Tracking]]>http://www.open-lab.net/blog/?p=879012024-09-05T17:57:21Z2024-08-27T18:30:00ZThis post is the third in a series on building multi-camera tracking vision AI applications. We introduce the overall end-to-end workflow and fine-tuning...
]]>Amulya Vishwanath<![CDATA[Fast-Track Robot Learning in Simulation Using NVIDIA Isaac Lab]]>http://www.open-lab.net/blog/?p=861032024-08-08T19:23:57Z2024-07-29T20:30:00ZOriginally published on July 29, 2024, this post was updated on October 8, 2024. Robots need to be adaptable, readily learning new skills and adjusting to their...
]]>Brad Nemire<![CDATA[Webinar: Improving Robot Uptime Featuring Nav2 Autonomous Docking with NVIDIA Isaac ROS]]>http://www.open-lab.net/blog/?p=856842024-08-08T18:48:44Z2024-07-18T17:40:45ZJoin Isaac ROS engineers and the founder of Open Navigation to explore the new Nav2 autonomous docking feature.
]]>Bingjie Tang<![CDATA[Training Sim-to-Real Transferable Robotic Assembly Skills over Diverse Geometries]]>http://www.open-lab.net/blog/?p=850562024-07-25T18:19:06Z2024-07-11T17:45:00ZMost objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain...
]]>Tittu Varghese Mathew<![CDATA[Spotlight: Siemens Energy Accelerates Power Grid Asset Simulation 10,000x Using NVIDIA PhysicsNeMo]]>http://www.open-lab.net/blog/?p=848122025-03-18T18:11:50Z2024-07-11T17:30:00ZThe world��s energy system is increasingly complex and distributed due to increasing renewable energy generation, decentralization of energy resources, and...
]]>Sameer Satish Pusegaonkar<![CDATA[Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data]]>http://www.open-lab.net/blog/?p=846922024-07-25T18:19:09Z2024-07-10T16:00:00ZLarge-scale, use�Ccase-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That��s because digital twins...
]]>2Elias Wolfberg<![CDATA[AI-Enhanced Navigation Charts Safer Waters for Massive Ships]]>http://www.open-lab.net/blog/?p=840762025-02-04T19:49:56Z2024-06-25T16:00:00ZMaritime startup Orca AI is pioneering safety at sea with its AI-powered navigation system, which provides real-time video processing to help crews make...
]]>1Monika Jhuria<![CDATA[Real-Time Vision AI From Digital Twins to Cloud-Native Deployment with NVIDIA Metropolis Microservices and NVIDIA Isaac Sim]]>http://www.open-lab.net/blog/?p=834702024-07-30T22:15:36Z2024-06-24T17:00:00ZAs vision AI complexity increases, streamlined deployment solutions are crucial to optimizing spaces and processes. NVIDIA accelerates development, turning...
]]>Oyindamola Omotuyi<![CDATA[Closing the Sim-to-Real Gap: Training Spot Quadruped Locomotion with NVIDIA Isaac Lab]]>http://www.open-lab.net/blog/?p=840962024-06-27T18:18:00Z2024-06-17T13:00:00ZDeveloping effective locomotion policies for quadrupeds poses significant challenges in robotics due to the complex dynamics involved. Training quadrupeds to...
]]>1Akhil Docca<![CDATA[Supercharge Robotics Workflows with AI and Simulation Using NVIDIA Isaac Sim 4.0 and NVIDIA Isaac Lab]]>http://www.open-lab.net/blog/?p=841202024-06-27T18:32:20Z2024-06-17T13:00:00ZThe era of AI robots powered by physical AI has arrived. Physical AI models understand their environments and autonomously complete complex tasks in the...
]]>Rachel Ho<![CDATA[Level Up Your Skills with Five New NVIDIA Technical Courses]]>http://www.open-lab.net/blog/?p=839682024-06-27T18:18:02Z2024-06-14T18:00:00ZWith AI introducing an unprecedented pace of technological innovation, staying ahead means keeping your skills up to date. The NVIDIA Developer Program gives...
]]>Stephanie Rubenstein<![CDATA[Build OpenUSD Applications for the Cloud with NVIDIA Omniverse Kit 106 Milestone Release]]>http://www.open-lab.net/blog/?p=839542024-06-27T18:33:39Z2024-06-13T15:00:00ZNVIDIA Omniverse is a platform that enables you to build applications for complex 3D and industrial digitalization workflows based on Universal Scene...
]]>Meiran Peng<![CDATA[Build a Zero-Copy AI Sensor Processing Pipeline with OpenCV in NVIDIA Holoscan SDK]]>http://www.open-lab.net/blog/?p=831162024-06-13T19:06:01Z2024-06-05T14:00:00ZNVIDIA Holoscan is the NVIDIA domain-agnostic multimodal real-time AI sensor processing platform that delivers the foundation for developers to build their...
]]>1Chintan Shah<![CDATA[Power Cloud-Native Microservices at the Edge with NVIDIA JetPack 6.0, Now GA]]>http://www.open-lab.net/blog/?p=831822024-11-07T05:09:27Z2024-06-04T20:24:32ZNVIDIA JetPack SDK powers NVIDIA Jetson modules, offering a comprehensive solution for building end-to-end accelerated AI applications. JetPack 6 expands the...
]]>Monika Jhuria<![CDATA[Optimize Processes for Large Spaces with the Multi-Camera Tracking Workflow]]>http://www.open-lab.net/blog/?p=831082025-03-21T20:30:26Z2024-06-02T12:30:00ZThis post is the first in a series on building multi-camera tracking vision AI applications. In this part, we introduce the overall end-to-end workflow,...
]]>Asawaree Bhide<![CDATA[Create, Design, and Deploy Robotics Applications Using New NVIDIA Isaac Foundation Models and Workflows]]>http://www.open-lab.net/blog/?p=832812025-03-20T16:17:25Z2024-06-02T12:30:00ZThe application of robotics is rapidly expanding in diverse environments such as smart manufacturing facilities, commercial kitchens, hospitals, warehouse...
]]>Suhas Hariharapura Sheshadrihttps://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=830842024-06-13T19:06:10Z2024-06-02T11:00:00ZReal-time AI at the edge is crucial for medical, industrial, and scientific computing because these mission-critical applications require immediate data...
]]>Jason Black<![CDATA[NVIDIA Presents New Robotics Research on Geometric Fabrics, Surgical Robots, and More at ICRA]]>http://www.open-lab.net/blog/?p=825192024-05-30T19:55:54Z2024-05-15T13:00:00ZDuring the IEEE International Conference on Robotics and Automation (ICRA) May 13-17 in Yokohama, Japan, many people will be discussing geometric fabrics. That...
]]>Carlos Garcia-Sierra<![CDATA[NVIDIA DeepStream 7.0 Milestone Release for Next-Gen Vision AI Development]]>http://www.open-lab.net/blog/?p=820502024-09-04T22:00:17Z2024-05-14T22:50:34ZNVIDIA DeepStream is a powerful SDK that unlocks GPU-accelerated building blocks to build end-to-end vision AI pipelines. With more than 40+ plugins available...
]]>Paul Shin<![CDATA[Mitigating Occlusions in Visual Perception Using Single-View 3D Tracking in NVIDIA DeepStream]]>http://www.open-lab.net/blog/?p=817862024-05-15T17:15:51Z2024-05-08T16:00:00ZWhen it comes to perception for Intelligent Video Analytics (IVA) applications such as traffic monitoring, warehouse safety, and retail shopper analytics, one...
]]>1Adithya Murali<![CDATA[Automating Smart Pick-and-Place with Intrinsic Flowstate and NVIDIA Isaac Manipulator]]>http://www.open-lab.net/blog/?p=817582024-05-15T17:16:37Z2024-05-06T15:00:00ZWe are announcing our collaboration with Intrinsic.ai on learning foundation skill models for industrial robotics tasks. Many pick-and-place problems in...
]]>Yao (Jason) Lu<![CDATA[Visual Language Intelligence and Edge AI 2.0 with NVIDIA Cosmos Nemotron]]>http://www.open-lab.net/blog/?p=815342025-01-09T03:29:25Z2024-05-03T15:00:00ZNote: As of January 6, 2025, VILA is now part of the Cosmos Nemotron VLM family. NVIDIA is proud to announce the release of NVIDIA Cosmos Nemotron, a family of...
]]>1Tian Cao<![CDATA[Perception Model Training for Autonomous Vehicles with Tensor Parallelism]]>http://www.open-lab.net/blog/?p=814642024-05-02T19:01:07Z2024-04-27T05:00:00ZDue to the adoption of multicamera inputs and deep convolutional backbone networks, the GPU memory footprint for training autonomous driving perception models...
]]>James McKenna<![CDATA[Developing Virtual Factory Solutions with OpenUSD and NVIDIA Omniverse]]>http://www.open-lab.net/blog/?p=806792024-05-02T19:02:46Z2024-04-22T17:00:00ZWith NVIDIA AI, NVIDIA Omniverse, and the Universal Scene Description (OpenUSD) ecosystem, industrial developers are building virtual factory solutions that...
]]>Mostafa Toloui<![CDATA[Developing Production-Ready AI Sensor Processing Applications with NVIDIA Holoscan 1.0]]>http://www.open-lab.net/blog/?p=797882024-04-09T23:45:13Z2024-03-20T17:00:00ZEdge AI developers are building AI applications and products for safety-critical and regulated use cases. With NVIDIA Holoscan 1.0, these applications can...
]]>Akif ??rd��k<![CDATA[Record-Breaking NVIDIA cuOpt Algorithms Deliver Route Optimization Solutions 100x Faster]]>http://www.open-lab.net/blog/?p=797252024-04-09T23:45:14Z2024-03-20T16:00:00ZNVIDIA cuOpt is an accelerated optimization engine for solving complex routing problems. It efficiently solves problems with different aspects such as breaks,...
]]>Erin Rapacki<![CDATA[Scale AI-Enabled Robotics Development Workloads with NVIDIA OSMO]]>http://www.open-lab.net/blog/?p=793172024-05-07T16:51:46Z2024-03-18T23:00:00ZAutonomous machine development is an iterative process of data generation and gathering, model training, and deployment characterized by complex multi-stage,...
]]>Richard Kerris<![CDATA[Make the Most of NVIDIA GTC 2024 with In-Person, Hands-On Learning]]>http://www.open-lab.net/blog/?p=786452024-04-09T23:45:33Z2024-03-07T18:08:30ZWe are so excited to be back in person at GTC this year at the San Jose Convention Center. With thousands of developers, industry leaders, researchers, and...
]]>Nate Bradford<![CDATA[Top Synthetic Data Generation Sessions at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=786712024-03-07T19:18:48Z2024-02-29T23:31:18ZLearn how synthetic data is supercharging 3D simulation and computer vision workflows, from visual inspection to autonomous machines.
]]>0Umair Iqbal<![CDATA[Detecting Real-Time Waste Contamination Using Edge Computing and Video Analytics]]>http://www.open-lab.net/blog/?p=764822024-03-07T19:33:06Z2024-02-26T21:00:00ZThe past few decades have witnessed a surge in rates of waste generation, closely linked to economic development and urbanization. This escalation in waste...
]]>0Tanya Lenz<![CDATA[Developer Days at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=781722024-03-07T19:18:57Z2024-02-26T20:30:00ZConnect with industry leaders, learn from technical experts, and collaborate with peers at NVIDIA GTC 2024 Developer Days.
]]>0Michelle Horton<![CDATA[Webinar: Accelerate Edge AI Development With NVIDIA Metropolis Microservices For Jetson]]>http://www.open-lab.net/blog/?p=781002024-02-22T19:58:51Z2024-02-21T17:30:00ZOn March 5, 8am PT, learn how NVIDIA Metropolis microservices for Jetson Orin helps you modernize your app stack, streamline development and deployment, and...
]]>0Moon Chung<![CDATA[Experience NVIDIA cuOpt Accelerated Optimization to Boost Operational Efficiency]]>http://www.open-lab.net/blog/?p=776742024-09-16T16:25:19Z2024-02-19T19:30:00ZThis week��s model release features NVIDIA cuOpt, a world-record-breaking accelerated optimization engine that helps teams solve complex routing problems and...
]]>0Nate Bradford<![CDATA[Upcoming Event: OpenUSD Day at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=777552024-02-22T19:58:58Z2024-02-13T18:00:00ZOn March 19, learn how to build generative AI-enabled 3D pipelines and tools using Universal Scene Description for industrial digitalization.
]]>0Chintan Shah<![CDATA[Announcing NVIDIA Metropolis Microservices for Jetson for Rapid Edge AI Development]]>http://www.open-lab.net/blog/?p=766702024-06-17T16:38:04Z2024-01-25T18:30:00ZNVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. Building vision AI...
]]>1Riccardo Mariani<![CDATA[Using the Power of AI to Make Factories Safer]]>http://www.open-lab.net/blog/?p=771012024-02-08T19:52:28Z2024-01-24T17:00:00ZAs industrial automation increases, safety becomes a greater challenge and top priority for enterprises. Safety encompasses multiple aspects: System...
]]>0Samuel Ochoa<![CDATA[Bringing Generative AI to the Edge with NVIDIA Metropolis Microservices for Jetson]]>http://www.open-lab.net/blog/?p=766632024-06-17T16:36:14Z2024-01-23T17:00:00ZNVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. NVIDIA Metropolis...
]]>0Bhanu Pisupati<![CDATA[Build Vision AI Applications at the Edge with NVIDIA Metropolis Microservices and APIs]]>http://www.open-lab.net/blog/?p=766842024-06-17T16:37:03Z2024-01-23T17:00:00ZNVIDIA Metropolis Microservices for Jetson has been renamed to Jetson Platform Services, and is now part of NVIDIA JetPack SDK 6.0. NVIDIA Metropolis...
]]>0Raffaello Bonghi<![CDATA[Benchmarking Camera Performance on Your Workstation with NVIDIA Isaac Sim]]>http://www.open-lab.net/blog/?p=769292024-10-23T21:12:50Z2024-01-22T15:00:00ZRobots are typically equipped with cameras. When designing a digital twin simulation, it��s important to replicate its performance in a simulated environment...
]]>1Asawaree Bhide<![CDATA[Generate Synthetic Data for Deep Object Pose Estimation Training with NVIDIA Isaac ROS]]>http://www.open-lab.net/blog/?p=756402024-08-06T20:51:29Z2024-01-18T21:45:18ZFor robotic agents to interact with objects in their environment, they must know the position and orientation of objects around them. This information describes...
]]>0Michelle Horton<![CDATA[New Release: NVIDIA TAO 5.2]]>http://www.open-lab.net/blog/?p=758322023-12-20T21:39:11Z2023-12-20T19:03:54ZWith the latest NVIDIA TAO 5.2, you can now run zero-shot inference for panoptic segmentation with ODISE, create custom 3D object pose models, and boost...
]]>0Michelle Horton<![CDATA[Most Popular NVIDIA Technical Blog Posts of 2023: Generative AI, LLMs, Robotics, and Virtual Worlds Breakthroughs]]>http://www.open-lab.net/blog/?p=748852024-12-12T18:18:56Z2023-12-19T17:50:21ZAs we approach the end of another exciting year at NVIDIA, it's time to look back at the most popular stories from the NVIDIA Technical Blog in 2023....
]]>0Raffaello Bonghi<![CDATA[Simulate and Localize a Husky Robot with NVIDIA Isaac]]>http://www.open-lab.net/blog/?p=753962023-12-14T19:50:12Z2023-12-14T19:44:18ZThe Husky robot, developed by Clearpath Robotics, is a versatile four-wheeled platform made for indoor and outdoor research use. It is simple to modify by...
]]>5Adam Scraba<![CDATA[Develop and Optimize Vision AI Models for Trillions of Devices with NVIDIA TAO]]>http://www.open-lab.net/blog/?p=748462023-12-14T19:40:12Z2023-12-06T14:00:00ZWith NVIDIA TAO Toolkit, developers around the world are building AI-powered visual perception and computer vision applications. Now the process is faster and...
]]>0Brad Nemire<![CDATA[Take the ��AI Innovation Challenge�� and Unleash Your Creativity with NVIDIA Jetson?]]>http://www.open-lab.net/blog/?p=745032023-12-14T19:27:36Z2023-11-28T20:29:51ZNVIDIA and SparkFun invite developers to build innovative AI applications using the NVIDIA Jetson. Enter now.
]]>0Boris Ivanovic<![CDATA[Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model]]>http://www.open-lab.net/blog/?p=741452023-12-14T19:27:38Z2023-11-28T17:00:00ZFrom last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human...
]]>0Asawaree Bhide<![CDATA[Boosting Custom ROS Graphs Using NVIDIA Isaac Transport for ROS]]>http://www.open-lab.net/blog/?p=740082023-11-30T19:43:29Z2023-11-17T21:11:29ZNVIDIA Isaac Transport for ROS (NITROS) is the implementation of two hardware-acceleration features introduced with ROS 2 Humble-type adaptation and type...
]]>1Nigel Nelson<![CDATA[Deploy Large Language Models at the Edge with NVIDIA IGX Orin Developer Kit]]>http://www.open-lab.net/blog/?p=729862024-05-02T16:47:03Z2023-11-15T17:30:00ZAs large language models (LLMs) become more powerful and techniques for reducing their computational requirements mature, two compelling questions emerge....
]]>0Gautham Sholingar<![CDATA[Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception]]>http://www.open-lab.net/blog/?p=729162024-01-10T18:06:50Z2023-11-13T16:58:27ZAutonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on...
]]>0Balakumar Sundaralingam<![CDATA[CUDA-Accelerated Robot Motion Generation in Milliseconds with NVIDIA cuRobo]]>http://www.open-lab.net/blog/?p=724242023-12-05T19:04:45Z2023-11-07T22:22:37ZReal-time autonomous robot navigation powered by a fast motion-generation algorithm can enable applications in several industries such as food and services,...
]]>0Michelle Horton<![CDATA[Webinar: Accelerate Edge AI Development with NVIDIA Metropolis APIs and Microservices on NVIDIA Jetson]]>http://www.open-lab.net/blog/?p=724172023-11-16T19:16:47Z2023-11-06T17:20:42ZExplore how Metropolis APIs and microservices on NVIDIA Jetson can significantly reduce vision AI development timelines from years to months.
]]>0Nate Bradford<![CDATA[Analyze, Visualize, and Optimize Real-World Processes with OpenUSD in FlexSim]]>http://www.open-lab.net/blog/?p=725012023-11-16T19:37:36Z2023-11-03T15:00:00ZFor manufacturing and industrial enterprises, efficiency and precision are essential. To streamline operations, reduce costs, and enhance productivity,...