Edge Computing – NVIDIA Technical BlogNews and tutorials for developers, data scientists, and IT admins2025-04-23T20:07:14Zhttp://www.open-lab.net/blog/feed/Brad Nemire<![CDATA[NVIDIA GTC Training Labs Now Available On Demand]]>http://www.open-lab.net/blog/?p=990742025-04-23T20:03:24Z2025-04-22T17:26:28ZMissed GTC? This year��s training labs are now available on demand to watch anywhere, anytime.
]]>Ziyue Xu<![CDATA[Efficient Federated Learning in the Era of LLMs with Message Quantization and Streaming]]>http://www.open-lab.net/blog/?p=985532025-04-17T19:35:24Z2025-04-16T16:00:00ZFederated learning (FL) has emerged as a promising approach for training machine learning models across distributed data sources while preserving data privacy....
]]>1Tanya Lenz<![CDATA[Event: Data Filtering Challenge for Training Edge Language Models]]>http://www.open-lab.net/blog/?p=985422025-04-23T20:07:14Z2025-04-15T15:00:00ZYou��re invited to join the challenge. Develop and apply innovative data filtering techniques to curate datasets that enhance edge LM performance.
]]>Ziyue Xu<![CDATA[Effortless Federated Learning on Mobile with NVIDIA FLARE and Meta ExecuTorch]]>http://www.open-lab.net/blog/?p=985602025-04-17T19:35:27Z2025-04-11T18:37:54ZNVIDIA and the PyTorch team at Meta announced a groundbreaking collaboration that brings federated learning (FL) capabilities to mobile devices through the...
]]>1Elias Wolfberg<![CDATA[Using AI to Better Understand the Ocean]]>http://www.open-lab.net/blog/?p=985012025-04-17T19:35:37Z2025-04-08T18:04:55ZHumans know more about deep space than we know about Earth��s deepest oceans. But scientists have plans to change that��with the help of AI. ��We have...
]]>Anu 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...
]]>Chen Fu<![CDATA[Streamline LLM Deployment for Autonomous Vehicle Applications with NVIDIA DriveOS LLM SDK]]>http://www.open-lab.net/blog/?p=967762025-03-07T20:13:46Z2025-03-10T19:30:00ZLarge language models (LLMs) have shown remarkable generalization capabilities in natural language processing (NLP). They are used in a wide range of...
]]>2Joanne 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.
]]>Yichao 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...
]]>Elias Wolfberg<![CDATA[AI Vision Helps Green Recycling Plants]]>http://www.open-lab.net/blog/?p=944212025-01-07T20:18:07Z2024-12-19T20:20:23ZEach year, the world recycles only around 13% of its two billion-plus tons of municipal waste. By 2050, the world's annual municipal waste will reach 3.88B...
]]>Emeka Obiodu<![CDATA[Five Takeaways from NVIDIA 6G Developer Day 2024]]>http://www.open-lab.net/blog/?p=938402024-12-16T21:28:03Z2024-12-18T20:30:00ZNVIDIA 6G Developer Day 2024 brought together members of the 6G research and development community to share insights and learn new ways of engaging with NVIDIA...
]]>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...
]]>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...
]]>Xin Dong<![CDATA[Hymba Hybrid-Head Architecture Boosts Small Language Model Performance]]>http://www.open-lab.net/blog/?p=925952024-12-12T19:38:36Z2024-11-22T17:31:14ZTransformers, with their attention-based architecture, have become the dominant choice for language models (LMs) due to their strong performance,...
]]>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,...
]]>David Wills<![CDATA[NVIDIA DOCA 2.9 Enhances AI and Cloud Computing Infrastructure with New Performance and Security Features]]>http://www.open-lab.net/blog/?p=918292025-01-15T17:31:35Z2024-11-14T15:00:00ZNVIDIA DOCA enhances the capabilities of NVIDIA networking platforms by providing a comprehensive software framework for developers to leverage hardware...
]]>Elias Wolfberg<![CDATA[AI-Powered Devices Track Howls to Save Wolves]]>http://www.open-lab.net/blog/?p=910772024-10-31T16:21:07Z2024-10-29T17:56:55ZA new cell-phone-sized device��which can be deployed in vast, remote areas��is using AI to identify and geolocate wildlife to help conservationists track...
]]>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.
]]>Michelle Horton<![CDATA[AI Accurately Forecasts Extreme Weather Up to 23 Days Ahead]]>http://www.open-lab.net/blog/?p=905462024-10-31T16:21:26Z2024-10-21T16:00:00ZNew research from the University of Washington is refining AI weather models using deep learning for more accurate predictions and longer-term forecasts. The...
]]>Michelle Horton<![CDATA[Maximizing Energy and Power Efficiency in Applications with NVIDIA GPUs]]>http://www.open-lab.net/blog/?p=901002024-10-30T18:55:08Z2024-10-16T16:50:10ZAs the demand for high-performance computing (HPC) and AI applications grows, so does the importance of energy efficiency. NVIDIA Principal Developer Technology...
]]>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...
]]>1Soma Velayutham<![CDATA[Bringing AI-RAN to a Telco Near You]]>http://www.open-lab.net/blog/?p=899202024-11-12T04:34:20Z2024-10-08T14:00:00ZInferencing for generative AI and AI agents will drive the need for AI compute infrastructure to be distributed from edge to central clouds. IDC predicts that...
]]>Alexander Ladikos<![CDATA[Real-Time Surgical Guidance by Fusing Multi-Modal Imaging with NVIDIA Holoscan]]>http://www.open-lab.net/blog/?p=897032024-10-17T19:06:57Z2024-10-07T12:00:00ZDevelopers in the fields of image-guided surgery and surgical vision face unique challenges in creating systems and applications that can significantly improve...
]]>Melody Tu<![CDATA[AI Investigates Antarctica��s Disappearing Moss to Uncover Climate Change Clues]]>http://www.open-lab.net/blog/?p=897922024-10-23T23:36:01Z2024-10-03T16:24:50ZAntarctica plays a crucial role in regulating ?Earth��s climate. Most climate research into the world��s coldest, most windswept continent focuses on the...
]]>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...
]]>Jin Yang<![CDATA[Developing Next-Generation Wireless Networks with NVIDIA Aerial Omniverse Digital Twin]]>http://www.open-lab.net/blog/?p=885272024-10-17T19:07:16Z2024-09-24T20:30:00ZThe journey to 6G has begun, offering opportunities to deliver a network infrastructure that is performant, efficient, resilient, and adaptable. 6G networks...
]]>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...
]]>Elias Wolfberg<![CDATA[AI Tool Helps Farmers Combat Crop Loss and Climate Change]]>http://www.open-lab.net/blog/?p=889572025-01-07T20:27:37Z2024-09-11T16:28:27ZMachine Learning algorithms are beginning to revolutionize modern agriculture. Enabling farmers to combat pests and diseases in real time, the technology is...
]]>Monika Jhuria<![CDATA[New Foundational Models and Training Capabilities with NVIDIA TAO 5.5]]>http://www.open-lab.net/blog/?p=872632024-09-09T19:37:08Z2024-08-28T16:00:00ZNVIDIA TAO is a framework designed to simplify and accelerate the development and deployment of AI models. It enables you to use pretrained models, fine-tune...
]]>Joanne Chang<![CDATA[Webinar: Build Visual AI Agents With Generative AI and NVIDIA NIM]]>http://www.open-lab.net/blog/?p=875512024-08-22T18:24:51Z2024-08-19T15:00:00ZLearn how to build high-performance solutions with NVIDIA visual AI agents that help streamline operations across a range of industries.
]]>David Wills<![CDATA[Just Released: DOCA 2.8 Software Framework]]>http://www.open-lab.net/blog/?p=871992024-08-22T18:24:57Z2024-08-14T16:00:00ZThe new release includes support for Spectrum-X 1.1 RA and new features for AI Cloud Data Centers.
]]>Ioana Boier<![CDATA[Profit and Loss Modeling on GPUs with ISO C++ Language Parallelism]]>http://www.open-lab.net/blog/?p=851062024-08-22T18:25:37Z2024-08-07T16:30:00ZThe previous post How to Accelerate Quantitative Finance with ISO C++ Standard Parallelism demonstrated how to write a Black-Scholes simulation using ISO C++...
]]>Rachel (Lei) Chen<![CDATA[Spotlight: HP 3D Printing Open Sources AI Surrogates for Additive Manufacturing Using NVIDIA PhysicsNeMo]]>http://www.open-lab.net/blog/?p=854262025-03-18T18:13:05Z2024-07-22T17:00:00ZAn open ecosystem for physics-informed machine learning (physics-ML) fosters innovation and AI engineering applications. Physics-ML embeds into the learning...
]]>Emeka Obiodu<![CDATA[Boosting AI-Driven Innovation in 6G with the AI-RAN Alliance, 3GPP, and O-RAN]]>http://www.open-lab.net/blog/?p=856282024-08-08T18:48:42Z2024-07-19T14:21:02ZThe pace of 6G research and development is picking up as the 5G era crosses the midpoint of the decade-long cellular generation time frame. In this blog post,...
]]>1Brad 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.
]]>Samuel Ochoa<![CDATA[Develop Generative AI-Powered Visual AI Agents for the Edge]]>http://www.open-lab.net/blog/?p=854442024-11-07T05:08:55Z2024-07-17T15:00:00ZAn exciting breakthrough in AI technology��Vision Language Models (VLMs)��offers a more dynamic and flexible method for video analysis. VLMs enable users to...
]]>1Ian Stewart<![CDATA[Powering the Future of AI-Enabled Medical Devices with NVIDIA Holoscan and RTI Connext]]>http://www.open-lab.net/blog/?p=848662024-11-04T22:55:13Z2024-07-03T20:44:53ZThe demand for real-time insights and autonomous decision-making is growing across industries, and healthcare and medical devices are no exception. Relying on...
]]>Min-Hung Chenhttps://minhungchen.netlify.app/<![CDATA[Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning]]>http://www.open-lab.net/blog/?p=844542024-11-07T05:09:12Z2024-06-28T15:00:00ZFull fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
]]>Elias 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...
]]>1Alvin Clark<![CDATA[Generate Traffic Insights Using YOLOv8 and NVIDIA JetPack 6.0]]>http://www.open-lab.net/blog/?p=842662025-03-20T16:21:00Z2024-06-18T19:53:22ZIntelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS...
]]>Gunjan Mehta<![CDATA[Maximum Performance and Minimum Footprint for AI Apps with NVIDIA TensorRT Weight-Stripped Engines]]>http://www.open-lab.net/blog/?p=835682024-11-14T15:55:20Z2024-06-11T16:33:50ZNVIDIA TensorRT, an established inference library for data centers, has rapidly emerged as a desirable inference backend for NVIDIA GeForce RTX and NVIDIA RTX...
]]>Joanne Chang<![CDATA[MediaTek Integrates NVIDIA TAO Toolkit for IoT Edge AI Development]]>http://www.open-lab.net/blog/?p=837542024-06-13T19:08:55Z2024-06-06T18:16:31ZMediaTek is teaming with NVIDIA to integrate NVIDIA TAO training and pretrained models into its development workflow, bringing advanced AI and visual perception...
]]>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...
]]>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...
]]>David Wills<![CDATA[Enhancing AI Cloud Data Centers and NVIDIA Spectrum-X with NVIDIA DOCA 2.7]]>http://www.open-lab.net/blog/?p=826392024-10-11T20:02:15Z2024-05-22T20:00:00ZThe NVIDIA DOCA acceleration framework empowers developers with extensive libraries, drivers, and APIs to create high-performance applications and services for...
]]>Ankit Patel<![CDATA[Supercharge Generative AI Development with Firebase Genkit, Optimized by NVIDIA RTX GPUs]]>http://www.open-lab.net/blog/?p=827712024-05-30T19:55:50Z2024-05-20T16:27:39ZAt Google I/O 2024, Google announced Firebase Genkit, a new open-source framework for developers to add generative AI to web and mobile applications using...
]]>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...
]]>1Tianna Nguy<![CDATA[NVIDIA GTC Training Labs On Demand Available Now]]>http://www.open-lab.net/blog/?p=821572024-05-07T17:47:17Z2024-05-07T17:02:57ZMissed GTC or want to replay your favorite training labs? Find it on demand with the NVIDIA GTC Training Labs playlist.
]]>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...
]]>1Yao (Jason) Lu<![CDATA[Visual Language Models on NVIDIA Hardware with VILA]]>http://www.open-lab.net/blog/?p=815712025-01-07T04:01:29Z2024-05-03T15:00:00ZNote: As of January 6, 2025 VILA is now part of the new Cosmos Nemotron vision language models. Visual language models have evolved significantly recently....
]]>1Adnan Boustany<![CDATA[Enhanced DU Performance and Workload Consolidation for 5G/6G with NVIDIA Aerial CUDA-Accelerated RAN]]>http://www.open-lab.net/blog/?p=807192024-06-10T18:02:39Z2024-04-22T13:00:00ZAerial CUDA-Accelerated radio access network (RAN) enables acceleration of telco workloads, delivering new levels of spectral efficiency (SE) on a cloud-native...
]]>0Suhas Hariharapura Sheshadrihttps://www.linkedin.com/in/suhassheshadri/<![CDATA[Powering Mission-Critical AI at the Edge with NVIDIA AI Enterprise IGX]]>http://www.open-lab.net/blog/?p=779662024-04-09T23:45:14Z2024-03-20T17:00:00ZNVIDIA SDKs have been instrumental in accelerating AI applications across a spectrum of use cases spanning smart cities, medical, and robotics. However,...
]]>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...
]]>Kuntal Chowdhury<![CDATA[Accelerating the Future of Wireless Communication with the NVIDIA 6G Developer Program]]>http://www.open-lab.net/blog/?p=793352024-04-09T23:45:15Z2024-03-20T15:00:00Z6G will make the telco network AI-native for the first time. To develop 6G technologies, the telecom industry needs a whole new approach to research. The...
]]>1Jeffrey Renfro<![CDATA[Spotlight: Honeywell Accelerates Industrial Process Simulation with NVIDIA cuDSS]]>http://www.open-lab.net/blog/?p=784962024-04-09T23:45:36Z2024-03-05T19:00:00ZFor over a decade, traditional industrial process modeling and simulation approaches have struggled to fully leverage multicore CPUs or acceleration devices to...
]]>Tanya Lenz<![CDATA[Featured Energy Sessions at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=786322024-04-09T23:45:38Z2024-03-01T21:30:00ZHear from ExxonMobil, Honeywell, Siemens Energy, and more as they explore AI and HPC innovation in oil, gas, power, and utilities.
]]>Ronnie Vasishta<![CDATA[Top Telecom Sessions at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=786792024-04-09T23:45:39Z2024-03-01T18:00:00ZHear from Amdocs, Indosat, KT, NTT, ServiceNow, Singtel, SoftBank, and Verizon, plus a special address from NVIDIA at GTC. Explore AI transforming customer...
]]>Umair 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...
]]>0Michelle Horton<![CDATA[Top Computer Vision/Video Analytics Sessions at NVIDIA GTC 2024]]>http://www.open-lab.net/blog/?p=781042024-02-22T19:58:48Z2024-02-21T22:00:00ZDiscover the transformative power of computer vision and video analytics at GTC. Dive into cutting-edge techniques such as vision transformers, AI agents,...
]]>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...
]]>0John Yang<![CDATA[Emulating the Attention Mechanism in Transformer Models with a Fully Convolutional Network]]>http://www.open-lab.net/blog/?p=758442024-02-08T18:51:54Z2024-01-29T17:00:00ZThe past decade has seen a remarkable surge in the adoption of deep learning techniques for computer vision (CV) tasks. Convolutional neural networks (CNNs)...
]]>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...
]]>1David Wills<![CDATA[Delivering Efficient, High-Performance AI Clouds with NVIDIA DOCA 2.5]]>http://www.open-lab.net/blog/?p=766432024-10-11T20:02:18Z2024-01-24T19:31:39ZAs a comprehensive software framework for data center infrastructure developers, NVIDIA DOCA has been adopted by leading AI, cloud, enterprise, and ISV...
]]>0Nicola Sessions<![CDATA[Webinar: Improve Spear Phishing Detection with AI]]>http://www.open-lab.net/blog/?p=771262024-02-08T18:51:58Z2024-01-24T18:00:00ZLearn how generative AI can help defend against spear phishing in this January 30 webinar.
]]>0Riccardo 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...
]]>0Asawaree 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...
]]>0Vishal Chavan<![CDATA[Robust Scene Text Detection and Recognition: Inference Optimization]]>http://www.open-lab.net/blog/?p=743212024-11-14T15:43:46Z2024-01-16T17:02:00ZIn this post, we delve deeper into the inference optimization process to improve the performance and efficiency of our machine learning models during the...
]]>3Vishal Chavan<![CDATA[Robust Scene Text Detection and Recognition: Implementation]]>http://www.open-lab.net/blog/?p=743232024-11-14T15:44:08Z2024-01-16T17:01:00ZTo make scene text detection and recognition work on irregular text or for specific use cases, you must have full control of your model so that you can do...
]]>0Vishal Chavan<![CDATA[Robust Scene Text Detection and Recognition: Introduction]]>http://www.open-lab.net/blog/?p=743222024-11-14T15:45:25Z2024-01-16T17:00:00ZIdentification and recognition of text from natural scenes and images become important for use cases like video caption text recognition, detecting signboards...
]]>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...
]]>0Peter Ing<![CDATA[Fast-Track Computer Vision Deployments with NVIDIA DeepStream and Edge Impulse]]>http://www.open-lab.net/blog/?p=751362023-12-14T20:02:20Z2023-12-14T19:57:06ZAI-based computer vision (CV) applications are increasing, and are particularly important for extracting real-time insights from video feeds. This revolutionary...
]]>0Adam 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.
]]>0Nirmal Kumar Juluru<![CDATA[Transforming Industrial Defect Detection with NVIDIA TAO and Vision AI Models]]>http://www.open-lab.net/blog/?p=737602023-12-07T16:59:55Z2023-11-20T17:00:00ZEfficiency is paramount in industrial manufacturing, where even minor gains can have significant financial implications. According to the American Society of...
]]>1Asawaree 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....
]]>0Harry Petty<![CDATA[Accelerating Ptychography Workflows with NVIDIA Holoscan at Diamond Light Source]]>http://www.open-lab.net/blog/?p=728192023-11-16T19:16:36Z2023-11-14T17:00:00ZDiamond 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...
]]>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.
]]>0Tanya Lenz<![CDATA[Webinar: Transform Your Vision AI Applications with Generative AI]]>http://www.open-lab.net/blog/?p=718782023-11-02T18:50:46Z2023-10-24T20:00:00ZExplore new generative AI models from NVIDIA that will have a major impact on your vision AI developer stack.
]]>0Chitoku Yato<![CDATA[Bringing Generative AI to Life with NVIDIA Jetson]]>http://www.open-lab.net/blog/?p=718362024-11-07T05:10:23Z2023-10-19T22:17:37ZRecently, NVIDIA unveiled Jetson Generative AI Lab, which empowers developers to explore the limitless possibilities of generative AI in a real-world setting...
]]>0Tanya Lenz<![CDATA[Webinar: Fast Track AI to the Edge with NVIDIA TAO and Edge Impulse]]>http://www.open-lab.net/blog/?p=717882023-11-02T18:14:37Z2023-10-18T19:01:00ZDiscover the power of integrating NVIDIA TAO and Edge Impulse to accelerate AI deployment at the edge.
]]>0Tanya Lenz<![CDATA[Event: NVIDIA Computer Vision Speaker Series]]>http://www.open-lab.net/blog/?p=713822023-11-02T18:14:46Z2023-10-03T16:00:00ZDiscover how PepsiCo, Runway, SoftServe, and AWS used GPU-accelerated SDKs for their CV applications.
]]>0Gareth Sylvester-Bradley<![CDATA[Software-Defined Broadcast with NVIDIA Holoscan for Media]]>http://www.open-lab.net/blog/?p=708262024-03-13T19:05:53Z2023-09-14T19:00:00ZThe broadcast industry is undergoing a transformation in how content is created, managed, distributed, and consumed. This transformation includes a shift from...
]]>3Vikas Sharma<![CDATA[Selecting the Right Camera for the NVIDIA Jetson and Other Embedded Systems]]>http://www.open-lab.net/blog/?p=703362023-10-05T18:18:14Z2023-09-12T15:00:00ZThe camera module is the most integral part of an AI-based embedded system. With so many camera module choices on the market, the selection process may seem...
]]>0Michelle Horton<![CDATA[Webinar: Boost Your AI Development with ClearML and NVIDIA TAO]]>http://www.open-lab.net/blog/?p=706452023-09-21T17:53:42Z2023-09-08T21:00:00ZOn Sept. 19, learn how NVIDIA TAO integrates with the ClearML platform to deploy and maintain machine learning models in production environments.
]]>0Joel Lashmore<![CDATA[GPUs for ETL? Optimizing ETL Architecture for Apache Spark SQL Operations]]>http://www.open-lab.net/blog/?p=700342023-11-10T01:26:53Z2023-09-06T16:53:28ZExtract-transform-load (ETL) operations with GPUs using the NVIDIA RAPIDS Accelerator for Apache Spark running on large-scale data can produce both cost savings...
]]>0Lynette Zhao<![CDATA[Deploying YOLOv5 on NVIDIA Jetson Orin with cuDLA: Quantization-Aware Training to Inference]]>http://www.open-lab.net/blog/?p=699962023-09-07T18:38:16Z2023-08-31T17:00:00ZNVIDIA Jetson Orin is the best-in-class embedded platform for AI workloads. One of the key components of the Orin platform is the second-generation Deep...
]]>0David Wills<![CDATA[Fast Track Data Center Workloads and AI Applications with NVIDIA DOCA 2.2]]>http://www.open-lab.net/blog/?p=693832023-09-07T18:40:14Z2023-08-29T19:20:52ZNVIDIA DOCA SDK and acceleration framework empowers developers with extensive libraries, drivers, and APIs to create high-performance applications and services...
]]>0Tim Lustig<![CDATA[Harness DPU-Accelerated Packet-Steering Logic with NVIDIA DOCA Flow]]>http://www.open-lab.net/blog/?p=680372023-08-24T19:09:24Z2023-08-23T23:01:57ZThe NVIDIA DOCA framework aims to simplify the programming and application development for NVIDIA BlueField DPUs and ConnectX SmartNICs. It provides high-level...
]]>0Mostafa 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=694302024-03-13T19:06:10Z2023-08-18T14:55:14ZDemand for real-time insights and autonomous decision-making is growing in various industries. To meet this demand, we need scalable edge-solution platforms...
]]>0Joanne Chang<![CDATA[Webinar: Boost Model Performance with NVIDIA TAO Toolkit on STM32 MCUs]]>http://www.open-lab.net/blog/?p=695212023-08-24T18:03:39Z2023-08-16T16:37:51ZOn Aug. 29, learn how to create efficient AI models with NVIDIA TAO Toolkit on STM32 MCUs.
]]>0William Cannady<![CDATA[Scale XR Workflows with NVIDIA CloudXR Suite]]>http://www.open-lab.net/blog/?p=687472023-09-06T20:33:38Z2023-08-09T16:00:00ZNVIDIA is providing developers with an advanced platform to create scalable, branded, custom extended reality (XR) products with the new NVIDIA CloudXR Suite....
]]>0Chintan Shah<![CDATA[Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0]]>http://www.open-lab.net/blog/?p=620892023-08-10T17:11:20Z2023-07-25T15:50:00ZNVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert...
]]>6Debraj Sinha<![CDATA[Improve Accuracy and Robustness of Vision AI Apps with Vision Transformers and NVIDIA TAO]]>http://www.open-lab.net/blog/?p=678512023-08-10T17:11:19Z2023-07-25T15:50:00ZVision Transformers (ViTs) are taking computer vision by storm, offering incredible accuracy, robust solutions for challenging real-world scenarios, and...
]]>0Jonny Hancox<![CDATA[Whole Slide Image Analysis in Real Time with MONAI and RAPIDS]]>http://www.open-lab.net/blog/?p=679842023-11-20T23:08:09Z2023-07-13T17:00:00ZDigital pathology slide scanners generate massive images. Glass slides are routinely scanned at 40x magnification, resulting in gigapixel images. Compression...