NVIDIA invented the highly parallel graphics processing unit—the GPU—in 1999. Since then, NVIDIA has set new standards in visual computing with interactive graphics on products ranging from smart phones and tablets to supercomputers and automobiles. Since computer vision is extremely computationally intensive, it is perfectly suited for parallel processing, and NVIDIA GPUs have led the way in the acceleration of computer vision applications. In embedded vision, NVIDIA is focused on delivering solutions for consumer electronics, driver assistance systems, and national defense programs. NVIDIA expertise in visual computing, combined with the power of NVIDIA parallel processors, delivers exceptional results.
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Nvidia Reaps the Benefits of AI Growth
December 4, 2023
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Nvidia’s financial results for Q3 2023 caused excitement in the market with revenues of $18.12 billion, a growth of 34% from Q2 and an impressive 206% year-on-year growth. The company appears to …
NVIDIA Expands Robotics Platform to Meet the Rise of Generative AI
November 29, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. More than 10,000 companies building on the NVIDIA Jetson platform can now use new generative AI, APIs and microservices to accelerate industrial digitalization. Powerful generative AI models and cloud-native APIs and microservices are coming to the edge. …
NVIDIA Expands Robotics Platform to Meet the Rise of Generative AI Read More +
Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception
November 14, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles (AV) come in all shapes and sizes, ranging from small passenger cars to multi-axle semi-trucks. However, a perception algorithm deployed on these vehicles must be trained to handle similar situations, like avoiding an obstacle or …
Using Synthetic Data to Address Novel Viewpoints for Autonomous Vehicle Perception Read More +
NVIDIA Supercharges Hopper, the World’s Leading AI Computing Platform
November 13, 2023
HGX H200 Systems and Cloud Instances Coming Soon From World’s Top Server Manufacturers and Cloud Service Providers November 13, 2023—SC23—NVIDIA today announced it has supercharged the world’s leading AI computing platform with the introduction of the NVIDIA HGX™ H200. Based on NVIDIA Hopper™ architecture, the platform features the NVIDIA H200 Tensor Core GPU with advanced …
NVIDIA Supercharges Hopper, the World’s Leading AI Computing Platform Read More +
NVIDIA TAO Toolkit “Zero to Hero”: A Simple Guide for Model Comparison in Object Detection
November 10, 2023
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 2 of our NVIDIA TAO Toolkit series, we describe & address the common challenges of model deployment, in particular edge deployment. We explore practical solutions to these challenges, especially on the issues surrounding model comparison. Here …
NVIDIA TAO Toolkit “Zero to Hero”: Setup Tips and Tricks
October 24, 2023
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. A quick setup guide for an NVIDIA TAO Toolkit (v3 & v4) object detection pipeline for edge computing, including tips & tricks and common pitfalls. This article will help you setup an NVIDIA TAO Toolkit (v3 & v4) …
NVIDIA TAO Toolkit “Zero to Hero”: Setup Tips and Tricks Read More +
How NVIDIA and e-con Systems are Helping Solve Major Challenges In the Retail Industry
October 5, 2023
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. e-con Systems has proven expertise in integrating our cameras into the NVIDIA platform, including Jetson Xavier NX / Nano / TX2 NX, Jetson AGX Xavier, Jetson AGX Orin, and NVIDIA Jetson Orin NX / NANO. …
How NVIDIA and e-con Systems are Helping Solve Major Challenges In the Retail Industry Read More +
FRAMOS Launches Event-based Vision Sensing (EVS) Development Kit
October 4, 2023
[Munich, Germany / Ottawa, Canada , 4 October] — FRAMOS launched the FSM-IMX636 Development Kit, an innovative platform allowing developers to explore the capabilities of Event-based Vision Sensing (EVS) technology and test potential benefits of using the technology on NVIDIA® Jetson with the FRAMOS sensor module ecosystem. Built around SONY and PROPHESEE’s cutting-edge EVS technology, …
FRAMOS Launches Event-based Vision Sensing (EVS) Development Kit Read More +
e-con Systems Launches Superior HDR Multi-camera Solution for NVIDIA Jetson Orin to Revolutionize Autonomous Mobility
September 29, 2023
California & Chennai (Sep 27, 2023): e-con Systems, with over two decades of experience in designing, developing, and manufacturing OEM cameras, has recently launched STURDeCAM31 – a 3MP GMSL2 HDR IP69K camera powered by Sony® ISX031 sensor for NVIDIA Jetson AGX Orin. Designed for automotive grade, this small form factor camera has been engineered to …
Selecting the Right Camera for the NVIDIA Jetson and Other Embedded Systems
September 15, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The 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 overwhelming. This post breaks down the process to help make …
Selecting the Right Camera for the NVIDIA Jetson and Other Embedded Systems Read More +
“Open Standards Unleash Hardware Acceleration for Embedded Vision,” a Presentation from the Khronos Group
September 7, 2023
Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, presents the “Open Standards Unleash Hardware Acceleration for Embedded Vision” tutorial at the May 2023 Embedded Vision Summit. Offloading visual processing to a hardware accelerator has many advantages for embedded vision systems. Decoupling hardware and… “Open Standards Unleash Hardware Acceleration …
STMicroelectronics Demonstration of the Cube.ai Developer Cloud, from TAO to STM32
August 21, 2023
Louis Gobin, AI Product Marketing Engineer at STMicroelectronics, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Gobin demonstrates the work of Seeed, using STMicroelectronics and NVIDIA solutions. Gobin shows the Seeed Wio Lite AI board based on a STM32H7 microcontroller. The STM32H7 runs a real-time …
STMicroelectronics Demonstration of the Cube.ai Developer Cloud, from TAO to STM32 Read More +
NVIDIA Unveils Next-generation GH200 Grace Hopper Superchip Platform for Era of Accelerated Computing and Generative AI
August 8, 2023
World’s First HBM3e Processor Offers Groundbreaking Memory, Bandwidth; Ability to Connect Multiple GPUs for Exceptional Performance; Easily Scalable Server Design August 8, 2023—SIGGRAPH—NVIDIA today announced the next-generation NVIDIA GH200 Grace Hopper™ platform — based on a new Grace Hopper Superchip with the world’s first HBM3e processor — built for the era of accelerated computing and …
Improve Accuracy and Robustness of Vision AI Apps with Vision Transformers and NVIDIA TAO
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Vision Transformers (ViTs) are taking computer vision by storm, offering incredible accuracy, robust solutions for challenging real-world scenarios, and improved generalizability. The algorithms are playing a pivotal role in boosting computer vision applications and NVIDIA is making …
Supercharge Edge AI with NVIDIA TAO on Edge Impulse
July 25, 2023
We are excited to announce a significant leap forward for the edge AI ecosystem. NVIDIA’s TAO Toolkit is now fully integrated into Edge Impulse, enhancing our platform’s capabilities and creating new possibilities for developers, engineers, and businesses alike. Check out the Edge Impulse documentation for more information on how to get started with NVIDIA TAO …
Supercharge Edge AI with NVIDIA TAO on Edge Impulse Read More +
FPD-Link III Camera for NVIDIA Jetson AGX Orin Development Kit
July 20, 2023
July 20, 2023 – e-con Systems is thrilled to announce that it is extending the support of NeduCAM25, our FPD link III camera, to the powerful NVIDIA AGX Orin platform. Click here to buy and evaluate the NeduCAM25_CUOAGX for your application. So, why choose this FPD Link III camera? Here are some of its remarkable …
FPD-Link III Camera for NVIDIA Jetson AGX Orin Development Kit Read More +
Get 60 fps Performance at 12 Mpixel Resolution with e-con’s Ultra-low Light Camera
July 20, 2023 – e-con Systems’ 12MP MIPI CSI-2 camera module, which is capable of streaming 60fps at 12MP and 4K resolutions, is specifically designed to meet the high demands of various applications in the field of in-vitro diagnostics (IVD), automated microscopy, and fundus imaging. This camera module is based on the Sony® Starvis™ IMX412 …
Get 60 fps Performance at 12 Mpixel Resolution with e-con’s Ultra-low Light Camera Read More +
NVIDIA Expands Isaac Software Access and Jetson Platform Availability, Accelerating Robotics From Cloud to Edge
June 27, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Coming to Microsoft Azure, Isaac Sim on Omniverse Cloud provides scalable simulation; Jetson Orin lineup, now in production, delivers accelerated computing capabilities for robotics. NVIDIA announced at GTC that Omniverse Cloud will be hosted on Microsoft Azure, …
Upcoming Webinar Explores How to Choose the Right Processor and Camera For Your Application
June 14, 2023
On June 28, 2023 at 10:00 am PT (1:00 pm ET), Alliance Member companies e-con Systems and NVIDIA will co-deliver the free webinar “How to Choose the Right Jetson Processor and Camera For Your Application.” From the event page: The definitive guide to developing a successful edge AI-enabled embedded vision application. Key takeaways: Find out …
NVIDIA Sets the Pace for the AI Era
June 9, 2023
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Record breaking results announced by NVIDIA have fuelled speculation of an AI goldrush. Days later, the company introduced platforms for generative AI at Computex 2023. Yole Group and its entities, Yole SystemPlus …
NVIDIA Grace Hopper Superchips Designed for Accelerated Generative AI Enter Full Production
May 29, 2023
GH200-Powered Systems Join 400+ System Configurations From Global Systems-Makers Based on NVIDIA Grace, Hopper, Ada Lovelace Architectures May 28, 2023—COMPUTEX— NVIDIA today announced that the NVIDIA® GH200 Grace Hopper Superchip is in full production, set to power systems coming online worldwide to run complex AI and HPC workloads. The GH200-powered systems join more than 400 …
GeForce RTX 4060 Family Is Here: NVIDIA’s Revolutionary Ada Lovelace Architecture Starts at $299
May 18, 2023
Superpowered by AI, Newest GPUs Provide 2x the Horsepower of Latest Gaming Consoles Thursday, May 18, 2023 – NVIDIA today announced the GeForce RTX™ 4060 family of GPUs, with two graphics cards that deliver all the advancements of the NVIDIA® Ada Lovelace architecture — including DLSS 3 neural rendering and third-generation ray-tracing technologies at high …
Increasing Throughput and Reducing Costs for AI-based Computer Vision with CV-CUDA
May 5, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Real-time cloud-scale applications that involve AI-based computer vision are growing rapidly. The use cases include image understanding, content creation, content moderation, mapping, recommender systems, and video conferencing. However, the compute cost of these workloads is growing too, …
Increasing Throughput and Reducing Costs for AI-based Computer Vision with CV-CUDA Read More +
NVIDIA GeForce RTX 4070 Brings Power of Ada Lovelace Architecture and DLSS 3 to Millions, Starting at $599
April 12, 2023
Stream and Create Faster With RTX Acceleration and Advanced AI Tools; Play the Latest Games With Max Settings at 1440p Resolution Wednesday, April 12, 2023 – NVIDIA today announced the GeForce RTX™ 4070 GPU, delivering all the advancements of the NVIDIA® Ada Lovelace architecture — including DLSS 3 neural rendering, real-time ray-tracing technologies and the …
NVIDIA Metropolis Ecosystem Grows with Advanced Development Tools to Accelerate Vision AI
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. More than 1,000 companies transform their spaces and processes with vision AI using NVIDIA Metropolis, which comprises developer tools downloaded over 1 million times. With AI at its tipping point, AI-enabled computer vision is being used to …
Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0
April 6, 2023
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA TAO Toolkit provides a low-code AI framework to accelerate vision AI model development suitable for all skill levels, from novice beginners to expert data scientists. With NVIDIA TAO (Train, Adapt, Optimize) Toolkit, developers can use the power …
Access the Latest in Vision AI Model Development Workflows with NVIDIA TAO Toolkit 5.0 Read More +
Develop AI-Powered Robots, Smart Vision Systems, and More with NVIDIA Jetson Orin Nano Developer Kit
March 27, 2023
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The NVIDIA Jetson Orin Nano Developer Kit sets a new standard for creating entry-level AI-powered robots, smart drones, and intelligent vision systems, as NVIDIA announced at NVIDIA GTC 2023. It also simplifies getting started with the NVIDIA …
STM32Cube.AI and NVIDIA TAO Toolkit Deliver a 10x Performance Increase on an STM32H7 Running Vision AI
March 24, 2023
This blog post was originally published at STMicroelectronics’ website. It is reprinted here with the permission of STMicroelectronics. NVIDIA announced today TAO Toolkit 5, which now supports the ONNX quantized format, thus opening STM32 engineers to a new way of building machine learning applications by making the technology more accessible. The ST demo featured an …
Seamlessly Develop Vision AI Applications with NVIDIA DeepStream SDK 6.2
February 6, 2023
NVIDIA announced the general availability of the NVIDIA DeepStream SDK 6.2, an AI analytics toolkit for building high-performance video analytics and streaming applications. The update adds new features including enhanced multi-object trackers, support for new sensors, integration with REST APIs, updated Graph Composer, and enterprise-grade support through NVIDIA AI Enterprise. Download the DeepStream SDK 6.2 …
Seamlessly Develop Vision AI Applications with NVIDIA DeepStream SDK 6.2 Read More +
VVDN Technologies Demonstration of Its Various Reference Platforms
December 19, 2022
Kalpeshkumar Chauhan, Senior Director and Technology Evangelist for Vision and IoT at VVDN Technologies, demonstrates the company’s latest edge AI and vision technologies and products at the December 2022 Edge AI and Vision Innovation Forum. Specifically, Chauhan demonstrates the company’s various reference platforms, developed in partnership with other Alliance Member companies. VVDN has strong relationships …
VVDN Technologies Demonstration of Its Various Reference Platforms Read More +
Deci Demonstration of Real-time Object Detection on a NVIDIA Jetson SoC with DeciDet
October 27, 2022
Nave Assaf, Deep Learning Engineer at Deci, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Assaf demonstrates how the DeciDet model runs real-time object detection on eight video streams connected to one Nvidia Jetson device while outperforming YOLO X both in terms of accuracy and …
Deci Demonstration of Real-time Object Detection on a NVIDIA Jetson SoC with DeciDet Read More +
Basler Announces Vision Compatibility for New NVIDIA Jetson Orin Nano Edge AI Platform
September 20, 2022
Ahrensburg, 20 September 2022 – Basler will be introducing Add-on Camera Kits with 5 and 13 MP to support the NVIDIA® Jetson Orin™ Nano system-on-modules (SOMs), which have set a new baseline for entry-level edge AI and robotics, as announced today at NVIDIA GTC. Add-on Camera Kits are ready-to-use vision extensions that include an adapter …
Basler Announces Vision Compatibility for New NVIDIA Jetson Orin Nano Edge AI Platform Read More +
NVIDIA Launches IGX Edge AI Computing Platform for Safe, Secure Autonomous Systems
Platform Advances Human-Machine Collaboration Across Manufacturing, Logistics and Healthcare Tuesday, September 20, 2022 –- GTC — NVIDIA today introduced the NVIDIA IGX platform for high-precision edge AI, bringing advanced security and proactive safety to sensitive industries such as manufacturing, logistics and healthcare. In the past, such industries required costly solutions custom built for specific use cases, …
NVIDIA Launches IGX Edge AI Computing Platform for Safe, Secure Autonomous Systems Read More +
NVIDIA Jetson Orin Nano Sets New Standard for Entry-Level Edge AI and Robotics With 80x Performance Leap
Canon, John Deere, Microsoft Azure, Teradyne, TK Elevator Join Over 1,000 Customers Adopting Jetson Orin Family Within Six Months of Launch Tuesday, September 20, 2022 — GTC — NVIDIA today expanded the NVIDIA® Jetson™ lineup with the launch of new Jetson Orin Nano™ system-on-modules that deliver up to 80x the performance over the prior generation, setting a new standard …
NVIDIA Unveils DRIVE Thor — Centralized Car Computer Unifying Cluster, Infotainment, Automated Driving, and Parking in a Single, Cost-Saving System
Wielding 2,000 Teraflops of Performance, Platform Integrates Next-Gen GPU and Transformer Engine to Support AI Workloads for Safe and Secure Autonomous Vehicles; ZEEKR First Customer, With Initial Production Vehicles Planned for Early 2025 Tuesday, September 20, 2022 — GTC — NVIDIA today introduced NVIDIA DRIVE™ Thor, its next-generation centralized computer for safe and secure autonomous …
NVIDIA Delivers Quantum Leap in Performance, Introduces New Era of Neural Rendering With GeForce RTX 40 Series
Powered by Ada Lovelace Architecture and DLSS 3; Third-Gen RTX up to 4x Faster Than NVIDIA Ampere Architecture GPUs Tuesday, September 20, 2022 – NVIDIA today unveiled the GeForce RTX® 40 Series of GPUs, designed to deliver revolutionary performance for gamers and creators, led by its new flagship, the RTX 4090 GPU, with up to …
Arm Supports FP8: A New 8-bit Floating-point Interchange Format for Neural Network Processing
September 15, 2022
This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. Enabling secure and ubiquitous Artificial Intelligence (AI) is a key priority for the Arm architecture. The potential for AI and machine learning (ML) is clear, with new use cases and benefits emerging almost daily – but alongside …
“Open Standards: Powering the Future of Embedded Vision,” a Presentation from the Khronos Group
August 17, 2022
Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, presents the “Open Standards: Powering the Future of Embedded Vision” tutorial at the May 2022 Embedded Vision Summit. Open standards play an important role in enabling interoperability for efficient deployment of vision-based systems. In this session, Trevett shares an update …
“Fundamentals of Training AI Models for Computer Vision and Video Analytics Applications,” a Presentation from NVIDIA
August 16, 2022
Ekaterina Sirazitdinova, Data Scientist at NVIDIA, presents the “Fundamentals of Training AI Models for Computer Vision and Video Analytics Applications” tutorial at the May 2022 Embedded Vision Summit. AI has become an important component of computer vision and video analytics applications. But creating AI-based solutions is a challenging process. To build a successful product, it …
NVIDIA Jetson AGX Orin 32GB Production Modules Now Available; Partner Ecosystem Appliances and Servers Arrive
August 10, 2022
Nearly three dozen partners are offering feature-packed systems based on the new Jetson Orin module to help customers accelerate AI and robotics deployments. Bringing new AI and robotics applications and products to market, or supporting existing ones, can be challenging for developers and enterprises. The NVIDIA Jetson AGX Orin 32GB production module — available now …
Sequitur Labs First to Provide Chip-to-Cloud Embedded Security in Support of New NVIDIA Jetson Orin Platform
August 3, 2022
EmSPARK Security Suite for Jetson AGX Orin helps protect autonomous machines at the edge SEATTLE, August 3, 2022 /Business Wire/ – Sequitur Labs today announced that its EmSPARK™ Security Suite for the NVIDIA Jetson™ edge AI platform has been qualified with the new Jetson AGX Orin™ 32 GB module to support trial deployments of the …
“Vision AI At the Edge: From Zero to Deployment Using Low-Code Development,” a Presentation from NVIDIA
July 20, 2022
Carlos Garcia-Sierra, Product Manager for DeepStream at NVIDIA, presents the “Vision AI At the Edge: From Zero to Deployment Using Low-Code Development” tutorial on behalf of Alvin Clark, Product Marketing Manager at NVIDIA, at the May 2022 Embedded Vision Summit. Development of vision AI applications for the edge presents complex challenges beyond model inference, often …
“Accelerating the Creation of Custom, Production-Ready AI Models for Edge AI,” a Presentation from NVIDIA
July 19, 2022
Akhil Docca, Senior Product Marketing Manager at NVIDIA, presents the “Accelerating the Creation of Custom, Production-Ready AI Models for Edge AI,” tutorial at the May 2022 Embedded Vision Summit. AI applications are powered by models. However, creating customized, production-ready AI models requires an army of data scientists and mountains of data. For businesses looking to …
e-con Systems Launches Multi-camera Solution for NVIDIA Jetson AGX Orin Based on Sony STARVIS IMX485
June 29, 2022
NVIDIA Jetson AGX Orin | Sony STARVIS IMX485 | 1/1.2” sensor | Large pixel size | 4K resolution | Multi-camera solution San Jose and Chennai (June 21, 2022) – e-con Systems, a leading embedded OEM camera company and an NVIDIA Elite Partner, today launched the e-CAM82_CUOAGX – a 4K ultra-low-light camera powered by the NVIDIA …
NVIDIA DeepStream Technical Deep Dive: Multi-object Tracker
This video was originally published at the NVIDIA Developer YouTube channel. It is reprinted here with the permission of NVIDIA. NVIDIA’s DeepStream SDK delivers a complete streaming analytics toolkit for AI-based multi-sensor processing, video, audio and image understanding. This video covers the fundamentals of NVIDIA’s new tracker unified architecture. From the video, you will: Learn …
NVIDIA DeepStream Technical Deep Dive: Multi-object Tracker Read More +
VVDN Launches AI Development System Powered by NVIDIA Jetson Xavier NX
June 28, 2022
VVDN Technologies, a global provider of Engineering, Manufacturing, Digital Solutions, and Services launched the Nvidia Jetson-powered AI development system. The system is a combination of a custom carrier board developed by VVDN and Jetson Xavier™ NX Module. The NVIDIA JetPack™ SDK supports the entire development system with a customized BSP. The development system is backed …
VVDN Launches AI Development System Powered by NVIDIA Jetson Xavier NX Read More +
Basler Announces Elite-Level Status in NVIDIA Partner Network to Expand Support for Jetson Edge AI Platform
June 17, 2022
After a long-standing, successful membership in the NVIDIA Partner Network, Basler AG is elevated to Elite partner-level status. The collaboration provides Basler customers with the opportunity to combine the NVIDIA Jetson platform with vision AI technology even more seamlessly and with an intensified level of support. Ahrensburg, June 16, 2022 – Basler offers fully integrated …
Simplify AI Model Development with the Latest TAO Toolkit Release
June 10, 2022
June 6, 2022 – Today, NVIDIA announced the general availability of the latest version of the TAO Toolkit. As a low-code version of the NVIDIA Train, Adapt and Optimize (TAO) framework, the toolkit simplifies and accelerates the creation of AI models for speech and vision AI applications. With TAO, developers can use the power of …
Simplify AI Model Development with the Latest TAO Toolkit Release Read More +
Metropolis Spotlight: MarshallAI Optimizes Traffic Management While Reducing Carbon Emissions
April 25, 2022
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. A major contributor to CO2 emissions in cities is traffic. City planners are always looking to reduce their carbon footprint and design efficient and sustainable infrastructure. NVIDIA Metropolis partner, MarshallAI, is helping cities improve their traffic management …
NVIDIA Orin Leaps Ahead in Edge AI, Boosting Leadership in MLPerf Tests
April 8, 2022
The just-released NVIDIA Jetson AGX Orin raised the bar for AI at the edge, adding to our overall top rankings in the latest industry inference benchmarks. In its debut in the industry MLPerf benchmarks, NVIDIA Orin, a low-power system-on-chip based on the NVIDIA Ampere architecture, set new records in AI inference, raising the bar in …
NVIDIA Orin Leaps Ahead in Edge AI, Boosting Leadership in MLPerf Tests Read More +
Is the New NVIDIA Jetson AGX Orin Really a Game Changer? We Benchmarked It
April 5, 2022
This technical article was originally published by SmartCow AI Technologies. It is reprinted here with the permission of SmartCow AI Technologies. On March 22th 2022, NVIDIA announced the availability of its new edge computing platform, the Jetson AGX Orin™ developer kit. The production version is being released on Q4 2022 at roughly the same price …
Is the New NVIDIA Jetson AGX Orin Really a Game Changer? We Benchmarked It Read More +
Guide to Computer Vision: Why It Matters and How It Helps Solve Problems
March 31, 2022
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This post was written to enable the beginner developer community, especially those new to computer vision and computer science. NVIDIA recognizes that solving and benefiting the world’s visual computing challenges through computer vision and artificial intelligence requires …
Guide to Computer Vision: Why It Matters and How It Helps Solve Problems Read More +
NVIDIA Announces Availability of Jetson AGX Orin Developer Kit to Advance Robotics and Edge AI
March 23, 2022
One Million Developers Now Deploying on Jetson; Microsoft Azure, John Deere, Medtronic, Amazon Web Services, Cisco, Hyundai Robotics, JD.com, Komatsu, Meituan Among Leading Adopters Tuesday, March 22, 2022—GTC—NVIDIA today announced the availability of the NVIDIA® Jetson AGX Orin™ developer kit, the world’s most powerful, compact and energy-efficient AI supercomputer for advanced robotics, autonomous machines, and …
NVIDIA Launches AI Computing Platform for Medical Devices and Computational Sensing Systems
Clara Holoscan MGX Medical-Grade Platform With NVIDIA Orin and NVIDIA AI Software Stack Powers Systems Built by Embedded-Computing Leaders Tuesday, March 22, 2022—GTC—NVIDIA today introduced Clara Holoscan MGX™, a platform for the medical device industry to develop and deploy real-time AI applications at the edge, specifically designed to meet required regulatory standards. Clara Holoscan MGX …
NVIDIA Enters Production With DRIVE Orin, Announces BYD and Lucid Group as New EV Customers, Unveils Next-Gen DRIVE Hyperion AV Platform
Momentum Accelerates as Trailblazing OEMs Adopt NVIDIA’s Programmable AI Compute Platform Tuesday, March 22, 2022—GTC—NVIDIA today announced the start of production of its NVIDIA DRIVE Orin™ autonomous vehicle computer, showcased new automakers adopting the NVIDIA DRIVE™ platform, and unveiled the next generation of its NVIDIA DRIVE Hyperion™ architecture. The company also announced that its automotive …
NVIDIA Introduces 60+ Updates to CUDA-X Libraries, Opening New Science and Industries to Accelerated Computing
New Capabilities Accelerate Work in Quantum Computing and 6G Research, Logistics Optimization Research, Robotics, Cybersecurity, Genomics and Drug Discovery, Data Analytics and More Tuesday, March 22, 2022—GTC—NVIDIA today unveiled more than 60 updates to its CUDA-X™ collection of libraries, tools and technologies across a broad range of disciplines, which dramatically improve performance of the CUDA® …
ADLINK Launches NVIDIA Jetson Xavier NX-based Industrial 4-channel PoE AI Vision System
March 22, 2022
Next-Gen AI vision system leverages new NVIDIA module for easy maintenance as an optimized development platform that simplifies AI to the edge. Summary: A vision system with the NVIDIA® Jetson Xavier™ NX supporting 4-channel PoE cameras, optimized PoE capability and Digital I/O for industrial AI inference. Smart PoE, PoE loss detection function and WatchDog indicator …
ADLINK Launches NVIDIA Jetson Xavier NX-based Industrial 4-channel PoE AI Vision System Read More +
Sequitur Labs Releases Turnkey Solution to Simplify Protection of Edge AI Models Powered by the NVIDIA Jetson Platform
Latest release of EmSPARK™ Security Suite for the NVIDIA Jetson platform features new trusted applications for AI protection SEATTLE, March 22, 2022 – Sequitur Labs today announced a new release of its EmSPARK™ Security Suite for the NVIDIA Jetson™ edge AI platform, featuring a generally available development kit and pre-built Trusted Applications that provide robust …
NVIDIA and SoftBank Group Announce Termination of NVIDIA’s Acquisition of Arm Limited
February 7, 2022
SoftBank to Explore Arm Public Offering SANTA CLARA, Calif., and TOKYO – Feb. 7, 2022 – NVIDIA and SoftBank Group Corp. (“SBG” or “SoftBank”) today announced the termination of the previously announced transaction whereby NVIDIA would acquire Arm Limited (“Arm”) from SBG. The parties agreed to terminate the Agreement because of significant regulatory challenges preventing …
NVIDIA and SoftBank Group Announce Termination of NVIDIA’s Acquisition of Arm Limited Read More +
Managing Video Streams in Runtime with the NVIDIA DeepStream SDK
February 1, 2022
This technical article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Transportation monitoring systems, healthcare, and retail have all benefited greatly from intelligent video analytics (IVA). DeepStream is an IVA SDK. DeepStream enables you to attach and detach video streams in runtime without affecting the entire deployment. This …
Managing Video Streams in Runtime with the NVIDIA DeepStream SDK Read More +
AI Optimization Technology Company Nota Selected as NVIDIA Inception Premier Member
January 17, 2022
January 17, 2022— Nota (CEO Myungsu Chae), an AI optimization technology company, announced that it has been promoted to Premier status in the NVIDIA Inception program. NVIDIA Inception nurtures cutting-edge startups revolutionizing industries with advancements in AI and data science. The free program has 9,000+ members who are given access to the best technical tools, …
AI Optimization Technology Company Nota Selected as NVIDIA Inception Premier Member Read More +
e-CAM24_CUNX: Color Global Shutter Camera to Capture Fast Moving Objects
January 6, 2022
This video was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Today, there are several vision applications that require cameras to capture fast-moving objects without any rolling shutter artifacts. They include license plate recognition, advanced driver-assistance systems, robotic vision, drones, factory automation, gesture recognition, traffic monitoring, and …
e-CAM24_CUNX: Color Global Shutter Camera to Capture Fast Moving Objects Read More +
NVIDIA Expands Reach With New GeForce Laptops and Desktops, GeForce NOW Partners, and Omniverse for Creators
January 4, 2022
160+ Gaming and Studio Laptop Designs, GeForce RTX 3080 Ti for Laptops and RTX 3050 for Desktops; More Electronic Arts Games, Samsung TVs and AT Omniverse Extended to Millions of Creators Tuesday, January 4, 2022—CES—NVIDIA today set out the next direction of the ultimate platform for gamers and creators, unveiling more than 160 gaming and …
Validating NVIDIA DRIVE Sim Camera Models
December 20, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicles require large-scale development and testing in a wide range of scenarios before they can be deployed. Simulation can address these challenges by delivering scalable, repeatable environments for autonomous vehicles to encounter the rare and dangerous …
D3 Engineering Demonstration of a Synchronized 2D/3D Time-of-Flight Multi-camera Application on NVIDIA’s Jetson AGX Xavier
November 22, 2021
Jason Enslin, Product Manager for NVIDIA Jetson and Cameras at NVIDIA partner D3 Engineering, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Enslin demonstrates a synchronized 2D and 3D time-of-flight multi-camera application on NVIDIA’s Jetson AGX Xavier. With the growing need for video, distance measurement …
Connect Tech Demonstration of Integrating Vision Sensors with NVIDIA’s Jetson Edge Applications
Patrick Dietrich, Chief Technology Officer of NVIDIA partner Connect Tech, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Dietrich demonstrates how to integrating vision sensors with NVIDIA’s Jetson edge applications. Since the inception of NVIDIA’s Jetson platform, the capabilities of edge AI and vision-enabled systems …
AAEON Demonstration of Its Compact Fanless Embedded BOX PC Based on NVIDIA’s Jetson Xavier NX SoC
November 19, 2021
Iris Huang, Product Sales Manager, and Owen Wei, AI & IOT Product Solution Manager, both of NVIDIA partner AAEON, demonstrate the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Huang and Wei demonstrate AAEON’s BOXER-8251AI AI@Edge compact fan-less embedded BOX PC, based on NVIDIA’s Jetson Xavier NX …
NVIDIA Brings Low-Code Development to Vision AI with DeepStream 6.0
November 11, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. DeepStream SDK 6.0 is now available for download. A powerful AI streaming analytics toolkit, DeepStream helps developers build high-performance, low-latency, complex, video analytics applications, and services. Graph Composer This release introduces Graph Composer, a new low-code programming …
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NVIDIA Announces Omniverse Replicator Synthetic-Data-Generation Engine for Training AIs
November 9, 2021
First Omniverse Replicator-Based Applications, DRIVE Sim and Isaac Sim, Accelerate Development of Autonomous Vehicles and Robots Tuesday, November 9, 2021—GTC—NVIDIA today announced NVIDIA Omniverse Replicator, a powerful synthetic-data-generation engine that produces physically simulated synthetic data for training deep neural networks. In its first implementations of the engine, the company introduced two applications for generating synthetic …
NVIDIA Announces Omniverse Replicator Synthetic-Data-Generation Engine for Training AIs Read More +
NVIDIA Sets Path for Future of Edge AI and Autonomous Machines With New Jetson AGX Orin Robotics Computer
NVIDIA Ampere Architecture Comes to Jetson, Delivering up to 200 TOPS and 6x Performance Gain Tuesday, November 9, 2021—GTC—NVIDIA today introduced NVIDIA Jetson AGX Orin™, the world’s smallest, most powerful and energy-efficient AI supercomputer for robotics, autonomous machines, medical devices and other forms of embedded computing at the edge. Built on the NVIDIA Ampere architecture, …
NVIDIA Announces Major Updates to Triton Inference Server as 25,000+ Companies Worldwide Deploy NVIDIA AI Inference
Capital One, Microsoft, Samsung Medison, Siemens Energy, Snap Among Industry Leaders Worldwide Using Platform Tuesday, November 9, 2021—GTC—NVIDIA today announced major updates to its AI inference platform, which is now being used by Capital One, Microsoft, Samsung Medison, Siemens Energy and Snap, among its 25,000+ customers. The updates include new capabilities in the open source …
Looks Can Be Perceiving: Startups Build Highly Accurate Perception Software on NVIDIA DRIVE
October 22, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. High-performance, energy-efficient AI compute is heightening autonomous vehicles’ detection capabilities. For autonomous vehicles, what’s on the surface matters. While humans are taught to avoid snap judgments, self-driving cars must be able to see, detect and act quickly …
“Getting Started with Vision AI Model Training,” a Presentation from NVIDIA
August 27, 2021
Ekaterina Sirazitdinova, Data Scientist at NVIDIA, presents the “Getting Started with Vision AI Model Training” tutorial at the May 2021 Embedded Vision Summit. In many modern vision and graphics applications, deep neural networks (DNNs) enable state-of-the-art performance for tasks like image classification, object detection and segmentation, quality enhancement and even new content generation. In this …
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“Khronos Group Standards: Powering the Future of Embedded Vision,” a Presentation from the Khronos Group
August 26, 2021
Neil Trevett, Vice President of Developer Ecosystems at NVIDIA and President of the Khronos Group, presents the “Khronos Group Standards: Powering the Future of Embedded Vision” tutorial at the May 2021 Embedded Vision Summit. Open standards play an important role in enabling interoperability for faster, easier deployment of vision-based systems. With advances in machine learning, …
What Is a Machine Learning Model?
August 19, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Fueled by data, ML models are the mathematical engines of AI, expressions of algorithms that find patterns and make predictions faster than a human can. When you shop for a car, the first question is what model …
“Streamlining Development of Edge AI Applications,” a Presentation from NVIDIA
August 9, 2021
Barrie Mullins, Director of Technical Product Marketing at NVIDIA, presents the “Streamlining Development of Edge AI Applications” tutorial at the May 2021 Embedded Vision Summit. Edge AI provides benefits for cost, latency, privacy, and connectivity. Developing and deploying optimized, accurate and effect AI on edge-based systems is a time-consuming, challenging and complex process. In this …
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FRAMOS Sensor Module Ecosystem Supporting GMSL2 for Flexible Cable Routing and Ease of Installation into Small Spaces
July 29, 2021
7/28/21 – FRAMOS offers camera data transfer over a single coax cable using the GMSL2 protocol on the Jetson AGX Xavier platform. Camera developers utilizing the FRAMOS Sensor Module Ecosystem can integrate the highly flexible GMSL2 technology with image sensors producing up to 8MP resolution at 30fps over cable length of 15m. Developers benefit from …
“A Mask Detection Smart Camera Using the NVIDIA Jetson Nano: System Architecture and Developer Experience,” a Presentation from BDTI and Tryolabs
July 28, 2021
Evan Juras, Computer Vision Engineer at BDTI, and Braulio Ríos, Machine Learning Engineer at Tryolabs, co-present the “A Mask Detection Smart Camera Using the NVIDIA Jetson Nano: System Architecture and Developer Experience” tutorial at the May 2021 Embedded Vision Summit. MaskCam is a prototype reference design for a smart camera that counts the number of …
NVIDIA Inference Breakthrough Makes Conversational AI Smarter, More Interactive From Cloud to Edge
July 20, 2021
Tuesday, July 20, 2021 – NVIDIA today launched TensorRT™ 8, the eighth generation of the company’s AI software, which slashes inference time in half for language queries — enabling developers to build the world’s best-performing search engines, ad recommendations and chatbots and offer them from the cloud to the edge. TensorRT 8’s optimizations deliver record-setting …
Building Real-time Dermatology Classification with NVIDIA Clara AGX
July 13, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The most commonly diagnosed cancer in the US today is skin cancer. There are three main variants: melanoma, basal cell carcinoma (BCC), and squamous cell carcinoma (SCC). Though melanoma only accounts for roughly 1% of all skin …
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NVIDIA and Global Partners Launch New HGX A100 Systems to Accelerate Industrial AI and HPC
June 28, 2021
Wide Range of HPC Systems and Cloud Services Powered by HGX Now Supercharged with NVIDIA A100 80G PCIe, NVIDIA NDR 400G InfiniBand, NVIDIA Magnum IO Monday, June 28, 2021—ISC—NVIDIA today announced it is turbocharging the NVIDIA HGX™ AI supercomputing platform with new technologies that fuse AI with high performance computing, making supercomputing more useful to …
Tough Customer: NVIDIA Unveils Jetson AGX Xavier Industrial Module
June 15, 2021
New ruggedized module is engineered to bring AI to harsh, safety-critical environments. From factories and farms to refineries and construction sites, the world is full of places that are hot, dirty, noisy, potentially dangerous — and critical to keeping industry humming. These places all need inspection and maintenance alongside their everyday operations, but, given safety …
Tough Customer: NVIDIA Unveils Jetson AGX Xavier Industrial Module Read More +
NVIDIA Research: Fast Uncertainty Quantification for Deep Object Pose Estimation
June 14, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Researchers from NVIDIA, University of Texas at Austin and Caltech developed a simple, efficient, and plug-and-play uncertainty quantification method for the 6-DoF (degrees of freedom) object pose estimation task, using an ensemble of K pre-trained estimators with …
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NVIDIA Brings Gaming, Enterprise Innovations to COMPUTEX 2021
June 1, 2021
New gaming flagship, new laptops, RTX momentum and AI for every company featured in a news-packed virtual keynote. May 31, 2021 – Touching on gaming, enterprise AI — and the advances underpinning both — NVIDIA’s Jeff Fisher and Manuvir Das Tuesday delivered a news-packed virtual keynote at COMPUTEX 2021. Fisher, senior vice president of NVIDIA’s …
NVIDIA Brings Gaming, Enterprise Innovations to COMPUTEX 2021 Read More +
FRAMOS Announces Industry’s First Integration of Sony’s SLVS-EC on the NVIDIA Jetson Edge AI Platform
May 20, 2021
Taufkirchen, May 19, 2021 – FRAMOS, a global custom vision solutions and component supplier, today announced a new integration supporting SLVS-EC – Sony’s next-gen data interface – natively on the NVIDIA Jetson platform. This implementation is based on an existing IMX530 FRAMOS Sensor Module (FSM) with a 4th Generation Sony Pregius Global Shutter sensor and …
NVIDIA Transforms Mainstream Laptops into Gaming Powerhouses with GeForce RTX 30 Series
May 11, 2021
Brings RTX Real-Time Ray Tracing and AI-Based DLSS to Tens of Millions More Gamers and Creators with $799 Portable Powerhouses SANTA CLARA, Calif., May 11, 2021 (GLOBE NEWSWIRE) — NVIDIA today announced a new wave of GeForce RTX™ laptops from the world’s top manufacturers, delivering real-time ray tracing and AI-based DLSS to tens of millions …
NVIDIA Transforms Mainstream Laptops into Gaming Powerhouses with GeForce RTX 30 Series Read More +
Extending NVIDIA Performance Leadership with MLPerf Inference 1.0 Results
April 22, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Inference is where we interact with AI. Chat bots, digital assistants, recommendation engines, fraud protection services, and other applications that you use every day—all are powered by AI. Those deployed applications use inference to get you the …
Extending NVIDIA Performance Leadership with MLPerf Inference 1.0 Results Read More +
Maximize Every Pixel with IQ Tuning from FRAMOS on the NVIDIA Jetson Platform
April 14, 2021
Taufkirchen (Germany), 14. April 2021 – FRAMOS now provides sensor-specific ISP tuning for the NVIDIA Jetson platform to maximize image quality (IQ) leveraging a new state-of-the-art in-house lab. With this new offering, FRAMOS improves the image quality of all sensors across the entire Sensor Module Ecosystem and provides an even higher level of imaging quality …
Maximize Every Pixel with IQ Tuning from FRAMOS on the NVIDIA Jetson Platform Read More +
Volvo Cars, Zoox, SAIC and More Join Growing Range of Autonomous Vehicle Makers Using New NVIDIA DRIVE Solutions
April 12, 2021
NVIDIA’s Automotive Pipeline Now Exceeds $8 Billion for AI-Based Mobility Solutions Monday, April 12, 2021 — GTC — Volvo Cars, Zoox and SAIC are among the growing ranks of leading transportation companies using the newest NVIDIA DRIVE™ solutions to power their next-generation AI-based autonomous vehicles, NVIDIA announced today. NVIDIA’s design-win pipeline for NVIDIA DRIVE now totals …
NVIDIA Announces Availability of Jarvis Interactive Conversational AI Framework
Pre-Trained Deep Learning Models and Software Tools Enable Developers to Adapt Jarvis for All Industries; Easily Deployed from Any Cloud to Edge Monday, April 12, 2021 — GTC — NVIDIA today announced availability of the NVIDIA Jarvis framework, providing developers with state-of-the-art pre-trained deep learning models and software tools to create interactive conversational AI services …
NVIDIA Announces Availability of Jarvis Interactive Conversational AI Framework Read More +
NVIDIA and Global Computer Makers Launch Industry-Standard Enterprise Server Platforms for AI
NVIDIA-Certified Servers with NVIDIA AI Enterprise Software Running on VMware vSphere Simplify and Accelerate Adoption of AI Monday, April 12, 2021 — GTC — NVIDIA today introduced a new class of NVIDIA-Certified Systems™, bringing AI within reach for organizations that run their applications on industry-standard enterprise data center infrastructure. These include high-volume enterprise servers from …
NVIDIA and Partners Collaborate on Arm Computing for Cloud, HPC, Edge, PC
NVIDIA GPU + AWS Graviton2-Based Amazon EC2 Instances, HPC Developer Kit with Ampere Computing CPU and Dual GPUs, More Initiatives Help Expand Opportunities for Arm-Based Solutions Monday, April 12, 2021 — GTC — NVIDIA today announced a series of collaborations that combine NVIDIA GPUs and software with Arm®-based CPUs — extending the benefits of Arm’s flexible, …
NVIDIA and Partners Collaborate on Arm Computing for Cloud, HPC, Edge, PC Read More +
NVIDIA Announces New DGX SuperPOD, the First Cloud-Native, Multi-Tenant Supercomputer, Opening World of AI to Enterprise
Customers Worldwide Advance Conversational AI, Drug Discovery, Autonomous Vehicles and More with DGX SuperPOD Monday, April 12, 2021 — GTC — NVIDIA today unveiled the world’s first cloud-native, multi-tenant AI supercomputer — the next-generation NVIDIA DGX SuperPOD™ featuring NVIDIA BlueField®-2 DPUs. Fortifying the DGX SuperPOD with BlueField-2 DPUs — data processing units that offload, accelerate and …
New NVIDIA RTX GPUs Power Next Generation of Workstations and PCs for Millions of Artists, Designers, Engineers and Virtual Desktop Users
NVIDIA Ampere Architecture GPUs Provide Computing Power for Professionals to Work from Anywhere Monday, April 12, 2021 — GTC — NVIDIA today announced a range of eight new NVIDIA Ampere architecture GPUs for next-generation laptops, desktops and servers that make it possible for professionals to work from wherever they choose, without sacrificing quality or time. …
NVIDIA Unveils NVIDIA DRIVE Atlan, an AI Data Center on Wheels for Next-Gen Autonomous Vehicles
Fusing AI and BlueField Technology on a Single Chip, New SoC Delivers More Than 1,000 TOPS and Data-Center-Grade Security to Autonomous Machines SANTA CLARA, Calif., April 12, 2021 — GTC — NVIDIA today revealed its next-generation AI-enabled processor for autonomous vehicles, NVIDIA DRIVE™ Atlan, which will deliver more than 1,000 trillion operations per second (TOPS) and targets automakers’ …
NVIDIA Announces CPU for Giant AI and High Performance Computing Workloads
NVIDIA Grace is the company’s first data center CPU, an Arm-based processor that will deliver 10x the performance of today’s fastest servers on the most complex AI and high performance computing workloads. ‘Grace’ CPU delivers 10x performance leap for systems training giant AI models, using energy-efficient Arm cores Swiss Supercomputing Center and US Department of …
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NVIDIA-Powered Systems Ready to Bask in Ice Lake
April 6, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Data-hungry workloads such as machine learning and data analytics have become commonplace. To cope with these compute-intensive tasks, enterprises need accelerated servers that are optimized for high performance. Intel’s 3rd Gen Intel Xeon Scalable processors (code-named “Ice …
NVIDIA-Powered Systems Ready to Bask in Ice Lake Read More +
NVIDIA Releases Updates to CUDA-X AI Software
April 5, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA CUDA-X AI are deep learning libraries for researchers and software developers to build high performance GPU-accelerated applications for conversational AI, recommendation systems and computer vision. Learn what’s new in the latest releases of CUDA-X AI libraries. …
BDTI, Jabil, NVIDIA and Tryolabs Demonstration of AI-based Face Mask Detection and Analytics
March 17, 2021
BDTI and its partners, Tryolabs S.A. and Jabil Optics, are delighted to announce MaskCam: an open-source smart camera prototype reference design based on the NVIDIA Jetson Nano capable of estimating the number and percentage of people wearing face masks in its field of view. MaskCam was developed as part of an independent, hands-on evaluation of …
NVIDIA CEO Jensen Huang to Host AI Pioneers Yoshua Bengio, Geoffrey Hinton and Yann LeCun, and Others, at GTC21
March 15, 2021
Tuesday, March 9, 2021 – NVIDIA today announced that its CEO and founder Jensen Huang will host renowned AI pioneers Yoshua Bengio, Geoffrey Hinton and Yann LeCun at the company’s upcoming technology conference, GTC21, running April 12-16. The event will kick off with a news-filled livestreamed keynote by Huang on April 12 at 8:30 am …
Accelerated Signal Processing with cuSignal
March 9, 2021
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Why signal processing? Signal processing is all around us. Broadly defined as the manipulation of signals — or mechanisms of transmitting information from one place to another — the field of signal processing exploits embedded information to …
Rapid Deployment of Vision-Enabled Edge AI Applications Now a Reality with New FRAMOS and Connect Tech Partnership
February 19, 2021
Ottawa, ON, February 19, 2021 — FRAMOS and Connect Tech today announced their inaugural product resulting from their partnership, the Connect Tech Boson for FRAMOS carrier board. Designed specifically for NVIDIA® Jetson™ Nano and Jetson Xavier NX edge AI applications, Boson for FRAMOS is an all-in-one board-level solution that integrates the FRAMOS Sensor Module Ecosystem …
Building and Deploying a Face Mask Detection Application Using NGC Collections
February 3, 2021
This technical article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. AI workflows are complex. Building an AI application is no trivial task, as it takes various stakeholders with domain expertise to develop and deploy the application at scale. Data scientists and developers need easy access to software …
Building and Deploying a Face Mask Detection Application Using NGC Collections Read More +
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentation from the Khronos Group
January 25, 2021
Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, presents the “Khronos Standard APIs for Accelerating Vision and Inferencing” tutorial at the September 2020 Embedded Vision Summit. The landscape of processors and tools for accelerating inferencing and vision applications continues to evolve rapidly. Khronos standards, such as OpenCL, OpenVX, …
NVIDIA Ampere Architecture Powers Record 70+ New GeForce RTX Laptops
January 12, 2021
GeForce RTX 30 Series Laptop GPUs Offer Up to 2x Efficiency, 3rd Gen Max-Q Technology, Start at $999 Tuesday, January 12, 2021 – A new era of laptops begins today featuring the NVIDIA Ampere architecture, with the launch of 70+ models powered by GeForce® RTX™ 30 Series Laptop GPUs. These next-gen laptops, which start at …
NVIDIA Ampere Architecture Powers Record 70+ New GeForce RTX Laptops Read More +
NVIDIA Introduces GeForce RTX 3060, Next Generation of the World’s Most Popular GPU
Powered by NVIDIA Ampere Architecture, Delivers Up to 10x the Ray-Tracing Performance of GTX 1060; Starting at $329 Tuesday, January 12, 2021 – NVIDIA today announced that it is bringing the NVIDIA Ampere architecture to millions more PC gamers with the new GeForce® RTX™ 3060 GPU. With its efficient, high-performance architecture and the second generation …
NVIDIA Introduces GeForce RTX 3060, Next Generation of the World’s Most Popular GPU Read More +
NVIDIA Debuts GeForce RTX 3060 Family for the Holidays
December 1, 2020
Starting at $399, GeForce RTX 3060 Ti Delivers Amazing Ray-Tracing and DLSS Performance to Season’s Hottest Titles; Available Tomorrow Tuesday, December 1, 2020 – Bringing its RTX 30 Series lineup of gaming GPUs to the market’s sweet spot, NVIDIA today introduced the GeForce® RTX™ 3060 Ti, the first member of the RTX 3060 family, powered …
NVIDIA Debuts GeForce RTX 3060 Family for the Holidays Read More +
Implementing a Real-time, AI-Based, Face Mask Detector Application for COVID-19
November 30, 2020
This technical article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Businesses are constantly overhauling their existing infrastructure and processes to be more efficient, safe, and usable for employees, customers, and the community. With the ongoing pandemic, it’s even more important to have advanced analytics apps and services …
Implementing a Real-time, AI-Based, Face Mask Detector Application for COVID-19 Read More +
NVIDIA Doubles Down: Announces A100 80GB GPU, Supercharging World’s Most Powerful GPU for AI Supercomputing
November 16, 2020
Leading Systems Providers Atos, Dell Technologies, Fujitsu, GIGABYTE, Hewlett Packard Enterprise, Inspur, Lenovo, Quanta and Supermicro to Offer NVIDIA A100 Systems to World’s Industries Monday, November 16, 2020—SC20—NVIDIA today unveiled the NVIDIA® A100 80GB GPU — the latest innovation powering the NVIDIA HGX™ AI supercomputing platform — with twice the memory of its predecessor, providing …
“Optimize, Deploy and Scale Edge AI and Video Analytics Applications,” a Presentation from NVIDIA and Amazon
November 5, 2020
Edwin Weill, Ph.D., Enterprise Data Scientist at NVIDIA, along with Ryan Vanderwerf, Partner Solutions Architect at Amazon Web Services, present the “Optimize, Deploy and Scale Edge AI and Video Analytics Applications” tutorial at the September 2020 Embedded Vision Summit. In this Over-the-Shoulder tutorial, you will learn how to use AWS… “Optimize, Deploy and Scale Edge …
What Is Computer Vision?
October 29, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Computer vision is achieved with convolutional neural networks that can use images and video to perform segmentation, classification and detection for many applications. Computer vision has become so good that the days of general managers screaming at …
Enhancing Robotic Applications with the NVIDIA Isaac SDK 3D Object Pose Estimation Pipeline
October 16, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. In robotics applications, 3D object poses provide crucial information to downstream algorithms such as navigation, motion planning, and manipulation. This helps robots make intelligent decisions based on surroundings. The pose of objects can be used by a …
NVIDIA Announces Ready-Made NVIDIA DGX SuperPODs, Offered by Global Network of Certified Partners
October 12, 2020
World’s Most Advanced AI System Now Available in 20-Node Building Block Increments; First Installments Shipping by Yearend to Korea, UK, Sweden and India Monday, October 5, 2020 — GTC — NVIDIA today announced the NVIDIA DGX SuperPOD™ Solution for Enterprise, the world’s first turnkey AI infrastructure, making it possible for organizations to install incredibly powerful AI supercomputers …
Global Technology Leaders Adopt NVIDIA EGX Edge AI Platform to Infuse Intelligence at the Edge of Every Business
October 6, 2020
Hundreds of Vision AI, 5G, CloudRAN, Security and Networking Companies Team with Leading Infrastructure Providers to Use NVIDIA EGX to Deliver Edge AI to Every Industry Monday, October 5, 2020 — GTC — NVIDIA today announced widespread adoption of the NVIDIA EGX™ edge AI platform by the world’s leading tech companies, bringing a new wave …
NVIDIA Announces Cloud-AI Video-Streaming Platform to Better Connect Millions Working and Studying Remotely
GPU-Accelerated AI Platform, NVIDIA Maxine, Enables Video-Conference Providers to Vastly Improve Streaming Quality and Offer AI-Powered Features Including Super Resolution, Gaze Correction and Live Captions Monday, October 5, 2020 — GTC — NVIDIA today announced the NVIDIA Maxine platform, which provides developers with a cloud-based suite of GPU-accelerated AI video conferencing software to enhance streaming video …
NVIDIA Unveils Jetson Nano 2GB: The Ultimate AI and Robotics Starter Kit for Students, Educators, Robotics Hobbyists
October 5, 2020
At $59, New Developer Kit with Free Online Training and Certification Makes AI Easily Accessible to All SANTA CLARA, Calif., Oct. 05, 2020 (GLOBE NEWSWIRE) — GTC— NVIDIA today expanded the NVIDIA® Jetson™ AI at the Edge platform with an entry-level developer kit priced at just $59, opening the potential of AI and robotics to …
Connecting Multiple VC MIPI Cameras to NVIDIA Developer Kits
September 23, 2020
September 22, 2020 – Vision Components offers software support for Auvidea GmbH adapter boards, which can connect multiple VC MIPI camera modules to NVIDIA Jetson TX2 and Xavier AGX developer kits. Drivers are provided, enabling developers to start work on their embedded vision projects immediately. Auvidea’s tested and validated J20 adapter board supports all available …
Connecting Multiple VC MIPI Cameras to NVIDIA Developer Kits Read More +
NVIDIA to Acquire Arm for $40 Billion, Creating World’s Premier Computing Company for the Age of AI
September 14, 2020
News Highlights: Unites NVIDIA’s leadership in artificial intelligence with Arm’s vast computing ecosystem to drive innovation for all customers NVIDIA will expand Arm’s R&D presence in Cambridge, UK, by establishing a world-class AI research and education center, and building an Arm/NVIDIA-powered AI supercomputer for groundbreaking research NVIDIA will continue Arm’s open-licensing model and customer neutrality …
Deploying a Scalable Object Detection Inference Pipeline
September 4, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This post is the first in a series on Autonomous Driving at Scale, developed with Tata Consultancy Services (TCS). In this post, we provide a general overview of the deep learning inference for object detection. Autonomous vehicle …
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NVIDIA Delivers Greatest-Ever Generational Leap with GeForce RTX 30 Series GPUs
September 1, 2020
Powered by NVIDIA Ampere Architecture, Second-Generation RTX Delivers Up to 2x Performance Over Turing for Real-Time Ray Tracing and AI Gaming NVIDIA today unveiled its GeForce RTX™ 30 Series GPUs, powered by the NVIDIA Ampere architecture, which delivers the greatest-ever generational leap in GeForce® history. Smashing performance records, the GeForce RTX 3090, 3080 and 3070 …
NVIDIA Delivers Greatest-Ever Generational Leap with GeForce RTX 30 Series GPUs Read More +
Developing Robotics Applications in Python with NVIDIA Isaac SDK
August 26, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The modular and easy-to-use perception stack of NVIDIA Isaac SDK continues to accelerate the development of various mobile robots. Isaac SDK 2020.1 introduces the Python API, making it easier to build robotic applications for those who are …
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CUDA Refresher: The CUDA Programming Model
August 17, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is the fourth post in the CUDA Refresher series, which has the goal of refreshing key concepts in CUDA, tools, and optimization for beginning or intermediate developers. The CUDA programming model provides an abstraction of GPU …
MIPI Camera and Driver for NVIDIA Developer Kit
August 5, 2020
The VC MIPI starter pack including camera, cable, and driver for the NVIDIA Jetson Nano Developer Kit makes embedded vision development as easy as can be August 5, 2020 – Vision Components has added a new starter pack to its MIPI product range for embedded vision projects: users simply connect the camera module and MIPI …
Accelerating TensorFlow on NVIDIA A100 GPUs
July 29, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The NVIDIA A100, based on the NVIDIA Ampere GPU architecture, offers a suite of exciting new features: third-generation Tensor Cores, Multi-Instance GPU (MIG) and third-generation NVLink. Ampere Tensor Cores introduce a novel math mode dedicated for AI …
FRAMOS Joins NVIDIA Partner Network to Advance Edge AI-Enabled Vision Applications
July 8, 2020
Taufkirchen, Germany – July 8, 2020 – FRAMOS today announced it has joined the NVIDIA Partner Network as a Preferred Service Delivery Partner. This collaboration will allow FRAMOS to offer camera solutions to customers using the NVIDIA Jetson Edge AI platform to advance vision application development in robotics, automation, IoT-connected manufacturing, and more. Involvement in …
FRAMOS Joins NVIDIA Partner Network to Advance Edge AI-Enabled Vision Applications Read More +
CUDA Refresher: The GPU Computing Ecosystem
June 26, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is the third post in the CUDA Refresher series, which has the goal of refreshing key concepts in CUDA, tools, and optimization for beginning or intermediate developers. Ease of programming and a giant leap in performance …
Mercedes-Benz and NVIDIA to Build Software-Defined Computing Architecture for Automated Driving Across Future Fleet
June 24, 2020
Auto and Computer Industry Leaders Intend to Join Forces and Enable Next-Generation Fleet with Software Upgradeability, AI and Autonomous Capabilities Tuesday, June 23, 2020 – Mercedes-Benz, one of the largest manufacturers of premium passenger cars, and NVIDIA, the global leader in accelerated computing, plan to enter into a cooperation to create a revolutionary in-vehicle computing …
World’s Top System Makers Unveil NVIDIA A100-Powered Servers to Accelerate AI, Data Science and Scientific Computing
Cisco, Dell Technologies, HPE, Inspur, Lenovo, Supermicro Announce Systems Coming This Summer Monday, June 22, 2020—ISC Digital—NVIDIA and the world’s leading server manufacturers today announced NVIDIA A100-powered systems in a variety of designs and configurations to tackle the most complex challenges in AI, data science and scientific computing. More than 50 A100-powered servers from leading …
Best AI Processor: NVIDIA Jetson Nano Wins 2020 Vision Product of the Year Award
June 19, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Compact yet powerful computer for AI at the edge recognized by the Edge AI and Vision Alliance. The small but mighty NVIDIA Jetson Nano has added yet another accolade to the company’s armory of awards. The Edge …
Best AI Processor: NVIDIA Jetson Nano Wins 2020 Vision Product of the Year Award Read More +
CUDA Refresher: Getting Started with CUDA
June 15, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is the second post in the CUDA Refresher series, which has the goal of refreshing key concepts in CUDA, tools, and optimization for beginning or intermediate developers. Advancements in science and business drive an insatiable demand …
CUDA Refresher: Reviewing the Origins of GPU Computing
June 11, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is the first post in the CUDA Refresher series, which has the goal of refreshing key concepts in CUDA, tools, and optimization for beginning or intermediate developers. Scientific discovery and business analytics drive an insatiable demand …
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2020 Vision Product of the Year Award Winner Showcase: NVIDIA (AI Processors)
June 3, 2020
NVIDIA’s Jetson Nano is the 2020 Vision Product of the Year Award Winner in the AI Processors category. NVIDIA’s Jetson Nano delivers the power of modern AI in the smallest supercomputer for embedded and IoT. Jetson Nano is a small form factor, power-efficient, low-cost and production-ready System on Module (SOM) and Developer Kit that opens …
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NVIDIA’s New Ampere Data Center GPU in Full Production
May 14, 2020
New NVIDIA A100 GPU Boosts AI Training and Inference up to 20x; NVIDIA’s First Elastic, Multi-Instance GPU Unifies Data Analytics, Training and Inference; Adopted by World’s Top Cloud Providers and Server Makers SANTA CLARA, Calif., May 14, 2020 (GLOBE NEWSWIRE) — NVIDIA today announced that the first GPU based on the NVIDIA® Ampere architecture, the …
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NVIDIA EGX Edge AI Platform Brings Real-Time AI to Manufacturing, Retail, Telco, Healthcare and Other Industries
Ecosystem Expands with EGX A100 and EGX Jetson Xavier NX Supported by AI-Optimized, Cloud-Native, Secure Software to Power New Wave of 5G and Robotics Applications SANTA CLARA, Calif., May 14, 2020 (GLOBE NEWSWIRE) — NVIDIA today announced two powerful products for its EGX Edge AI platform — the EGX A100 for larger commercial off-the-shelf servers …
NVIDIA Releases Jetson Xavier NX Developer Kit with Cloud-Native Support
Cloud-Native Support Comes to Entire Jetson Platform Lineup, Making It Easier to Build, Deploy and Manage AI at the Edge Thursday, May 14, 2020—GTC 2020—NVIDIA today announced availability of the NVIDIA® Jetson Xavier™ NX developer kit with cloud-native support — and the extension of this support to the entire NVIDIA Jetson™ edge computing lineup for …
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Training with Custom Pretrained Models Using the NVIDIA Transfer Learning Toolkit
May 4, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Supervised training of deep neural networks is now a common method of creating AI applications. To achieve accurate AI for your application, you generally need a very large dataset especially if you create… Training with Custom Pretrained Models …
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Speeding Up Deep Learning Inference Using TensorRT
April 22, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This is an updated version of How to Speed Up Deep Learning Inference Using TensorRT. This version starts from a PyTorch model instead of the ONNX model, upgrades the sample application to use TensorRT 7, and replaces the …
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NVIDIA VRSS, a Zero-Effort Way to Improve Your VR Image Quality
April 17, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The Virtual Reality (VR) industry is in the midst of a new hardware cycle – higher resolution headsets and better optics being the key focus points for the device manufacturers. Similarly on the software front, there has been …
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Accelerating WinML and NVIDIA Tensor Cores
April 10, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Every year, clever researchers introduce ever more complex and interesting deep learning models to the world. There is of course a big difference between a model that works as a nice demo in isolation and a model that …
Speeding Up Deep Learning Inference Using TensorFlow, ONNX, and TensorRT
April 2, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Starting with TensorRT 7.0, the Universal Framework Format (UFF) is being deprecated. In this post, you learn how to deploy TensorFlow trained deep learning models using the new TensorFlow-ONNX-TensorRT workflow. Figure 1 shows the high-level workflow of TensorRT. …
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Learning to Rank with XGBoost and GPU
March 19, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. XGBoost is a widely used machine learning library, which uses gradient boosting techniques to incrementally build a better model during the training phase by combining multiple weak models. Weak models are generated by computing the gradient descent using …
Laser Focused: How Multi-View LidarNet Presents Rich Perspective for Self-Driving Cars
March 12, 2020
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Deep neural network takes a two-stage approach to address lidar processing challenges. Editor’s note: This is the latest post in our NVIDIA DRIVE Labs series, which takes an engineering-focused look at individual autonomous vehicle challenges and how …
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Building a Real-time Redaction App Using NVIDIA DeepStream, Part 2: Deployment
March 2, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This post is the second in a series (Part 1) that addresses the challenges of training an accurate deep learning model using a large public dataset and deploying the model on the edge for real-time inference using NVIDIA …
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Building a Real-time Redaction App Using NVIDIA DeepStream, Part 1: Training
February 28, 2020
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Some of the biggest challenges in deploying an AI-based application are the accuracy of the model and being able to extract insights in real time. There’s a trade-off between accuracy and inference throughput. Making the model more accurate …
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NVIDIA Introduces DRIVE AGX Orin — Advanced, Software-Defined Platform for Autonomous Machines
December 18, 2019
Tuesday, December 17, 2019 — NVIDIA today introduced NVIDIA DRIVE AGX Orin™, a highly advanced software-defined platform for autonomous vehicles and robots. The platform is powered by a new system-on-a-chip (SoC) called Orin, which consists of 17 billion transistors and is the result of four years of R&D investment. The Orin SoC integrates NVIDIA’s next-generation GPU …
Didi Chuxing Teams with NVIDIA for Autonomous Driving and Cloud Computing
Tuesday, December 17, 2019 — NVIDIA and Didi Chuxing (DiDi), the world’s leading mobile transportation platform, today announced that DiDi will leverage NVIDIA GPUs and AI technology to develop autonomous driving and cloud computing solutions. DiDi will use NVIDIA® GPUs in the data center for training machine learning algorithms and NVIDIA DRIVE™ for inference on …
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NVIDIA Provides Transportation Industry Access to Its Deep Neural Networks for Autonomous Vehicles
Developers Also Gain Access to NVIDIA Advanced Learning Tools to Leverage DNNs Across Multiple Datasets While Preserving Data Privacy Tuesday, December 17, 2019 — NVIDIA today announced that it will provide the transportation industry with access to its NVIDIA DRIVE™ deep neural networks (DNNs) for autonomous vehicle development on the Developers Also Gain Access to …
NVIDIA Provides U.S. Postal Service AI Technology to Improve Delivery Service
Advanced AI System to Process Package Data 10x Faster with Higher Accuracy Tuesday, November 5, 2019 — GTC DC — NVIDIA today announced that the United States Postal Service – the world’s largest postal service, with 485 million mail pieces processed and delivered daily – is adopting end-to-end AI technology from NVIDIA to improve its package …
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Int4 Precision for AI Inference
November 26, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. If there’s one constant in AI and deep learning, it’s never-ending optimization to wring every possible bit of performance out of a given platform. Many inference applications benefit from reduced precision, whether it’s mixed precision for recurrent …
Allied Vision Joins NVIDIA Jetson Ecosystem
November 21, 2019
New Vimba Open Source Driver to Support Jetson TX2 Platform Stadtroda, Germany, November 21, 2019 – Camera manufacturer and image processing expert Allied Vision announced it has become an official member of the NVIDIA Jetson ecosystem and is giving developers on these powerful AI embedded computing systems access to Allied Vision camera modules for industrial …
NVIDIA Announces Jetson Xavier NX, World’s Smallest Supercomputer for AI at the Edge
November 6, 2019
Latest Addition to Jetson Product Family Brings Xavier Performance to Nano Form Factor for $399 Wednesday, November 6, 2019 – NVIDIA today introduced Jetson Xavier™ NX, the world’s smallest, most powerful AI supercomputer for robotic and embedded computing devices at the edge. With a compact form factor smaller than the size of a credit card, …
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Automatic Defect Inspection Using the NVIDIA End-to-End Deep Learning Platform
October 24, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Quality requirements for manufacturers are increasing to meet customer demands. Manual inspection is usually required to guarantee product quality, but this requires significant cost and can result in production bottlenecks, lowered productivity, and reduced efficiency. Defect inspection …
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Is NVIDIA Moving Toward AI Chipset World Domination?
October 8, 2019
This market research report was originally published at Tractica's website. It is reprinted here with the permission of Tractica. NVIDIA is, by all accounts, the de facto standard in AI chipsets today. In addition to being a chipset manufacturer, NVIDIA offers extra value to its customers by creating derivative products and solutions based on its …
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Rapid Prototyping on NVIDIA Jetson Platforms with MATLAB
October 2, 2019
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This article discusses how an application developer can prototype and deploy deep learning algorithms on hardware like the NVIDIA Jetson Nano Developer Kit with MATLAB. In previous posts, we explored how you can design and train deep learning …
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Case Study: ResNet50 with DALI
August 16, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Let’s imagine a situation. You buy a brand-new, cutting-edge, Volta-powered DGX-2 server. You’ve done your math right, expecting a 2x performance increase in ResNet50 training over the DGX-1 you had before. You plug it into your rack …
What Is Simultaneous Localization and Mapping?
August 1, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. SLAM is a commonly used method to help robots map areas and find their way. To get around, robots need a little help from maps, just like the rest of us. Just like humans, bots can’t always …
NVIDIA Breaks Eight AI Performance Records
July 11, 2019
From 8 hours to 80 seconds: NVIDIA smashes AI training time. Only company to submit across all six categories. You can’t be first if you’re not fast. Inside the world’s top companies, teams of researchers and data scientists are creating ever more complex AI models, which need to be trained, fast. That’s why leadership in …
Top AI Chipset Companies Announced, Including NVIDIA, Intel, NXP, Apple, and Google, Based on CompassIntel.com Research
July 9, 2019
NVIDIA, Intel, NXP, Apple, and Google top the A-List in AI Chipset Index based on recently released research by Compass Intelligence. The 2019 A-List in AI (artificial intelligence) Chipset Index includes companies providing software and hardware components of AI chipsets. AI chipset products include central processing units, graphic processing units, neural network processors, application specific …
With Great Power Comes Great Gaming: NVIDIA Launches GeForce RTX SUPER Series
July 2, 2019
Best-In-Class Performance, Power Efficiency, Plus Real-Time Ray Tracing for Growing Wave of Blockbuster Games SANTA CLARA, Calif., July 02, 2019 – NVIDIA today supercharged its lineup of gaming GPUs by introducing GeForce® RTX 2060 SUPER™, GeForce RTX 2070 SUPER and GeForce RTX 2080 SUPER — delivering best-in-class gaming performance and real time ray tracing for …
With Great Power Comes Great Gaming: NVIDIA Launches GeForce RTX SUPER Series Read More +
NVIDIA Brings CUDA to Arm, Enabling New Path to Exascale Supercomputing
June 18, 2019
Global HPC Leaders Join to Support New Platform June 17, 2019 — International Supercomputing Conference — NVIDIA today announced its support for Arm CPUs, providing the high performance computing industry a new path to build extremely energy-efficient, AI-enabled exascale supercomputers. NVIDIA is making available to the Arm® ecosystem its full stack of AI and HPC software — …
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NVIDIA Launches Edge Computing Platform to Bring Real-Time AI to Global Industries
May 27, 2019
Leading Computer Makers Adopt NVIDIA EGX Platform, Offering GPU Edge Servers for Instant AI on Real-Time Streaming Data in Telecom, Healthcare, Manufacturing, Retail, Transportation Monday, May 27, 2019 – Computex — NVIDIA today announced NVIDIA EGX, an accelerated computing platform that enables companies to perform low-latency AI at the edge — to perceive, understand and act in …
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DRIVE Labs: How We’re Building Path Perception for Autonomous Vehicles
May 14, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Detailing the building blocks of autonomous driving, new NVIDIA DRIVE Labs video series provides an inside look at DRIVE software. Editor’s note: No one developer or company has yet succeeded in creating a fully autonomous vehicle. But …
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Tesla Raises the Bar for Self-Driving Carmakers
May 8, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. In unveiling the specs of his new self-driving car computer at this week’s Tesla Autonomy Day investor event, Elon Musk made several things very clear to the world. First, Tesla is raising the bar for all other …
Machine Learning Acceleration in Vulkan with Cooperative Matrices
April 30, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Machine learning harnesses computing power to solve a variety of ‘hard’ problems that seemed impossible to program using traditional languages and techniques. Machine learning avoids the need for a programmer to explicitly program the steps in solving …
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Pruning Models with NVIDIA Transfer Learning Toolkit
April 24, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. It’s important for the model to make accurate predictions when using a deep learning model for production. How efficiently these predictions happen also matters. Examples of efficiency measurements include electrical engineers measuring energy consumption to pick the best …
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How Does a Self-Driving Car See?
April 17, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. To drive better than humans, autonomous vehicles must first see better than humans. Building reliable vision capabilities for self-driving cars has been a major development hurdle. By combining a variety of sensors, however, developers have been able …
How AI Is Transforming Healthcare
April 15, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Healthcare is a multitrillion-dollar global industry, growing each year as average life expectancy rises — and with nearly unlimited facets and sub-specialties. For medical professionals, new technologies can change the way they work, enable more accurate diagnoses …
NVIDIA and American College of Radiology AI-LAB Team to Accelerate Adoption of AI in Diagnostic Radiology Across Thousands of Hospitals
April 8, 2019
NVIDIA Clara AI Toolkit Enables New ACR AI-LAB, Giving 38,000+ ACR Members and Other Radiology Professionals Ability to Develop and Deploy AI at Their Own Institutions BOSTON, April 08, 2019, World Medical Innovation Forum — NVIDIA and the American College of Radiology today announced a collaboration to enable thousands of radiologists nationwide to create and use …
Tensor Core Programming Using CUDA Fortran
April 5, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. The CUDA Fortran compiler from PGI now supports programming Tensor Cores with NVIDIA’s Volta V100 and Turing GPUs. This enables scientific programmers using Fortran to take advantage of FP16 matrix operations accelerated by Tensor Cores. Let’s take …
NVIDIA Expands its AI Edge Capabilities
April 4, 2019
This market research report was originally published at Tractica's website. It is reprinted here with the permission of Tractica. NVIDIA is not necessarily known for powering low power AI applications. Most of its artificial intelligence (AI) focus has been on powering high power cloud or data center applications, where its Tesla graphics processing unit (GPU) …
Speeding Up Semantic Segmentation Using MATLAB Container from NVIDIA NGC
March 22, 2019
This article was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Gone are the days of using a single GPU to train a deep learning model. With computationally intensive algorithms such as semantic segmentation, a single GPU can take days to optimize a model. But multi-GPU hardware is expensive, …
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ON Semiconductor Collaborates with NVIDIA on Cloud-based Autonomous Vehicle Simulation
March 19, 2019
ON Semiconductor’s Image Sensor model provides real-time inputs to NVIDIA DRIVE Constellation simulation platform SAN JOSE, CA – GTC – March 19, 2019 – ON Semiconductor (Nasdaq: ON), driving energy-efficient innovations, today announced that it is leveraging its sophisticated image sensor modeling technology to provide real-time data to the NVIDIA DRIVE Constellation™ simulation platform. The …
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Stroke of Genius: GauGAN Turns Doodles into Stunning, Photorealistic Landscapes
March 18, 2019 – A novice painter might set brush to canvas aiming to create a stunning sunset landscape — craggy, snow-covered peaks reflected in a glassy lake — only to end up with something that looks more like a multi-colored inkblot. But a deep learning model developed by NVIDIA Research can do just the …
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NVIDIA Teams with Amazon Web Services to Bring AI to Millions of Connected Devices
AWS IoT Greengrass Enables NVIDIA Jetson to Seamlessly Deploy AI for Edge Devices SAN JOSE, Calif., March 18, 2019 GPU Technology Conference—NVIDIA today announced a collaboration with Amazon Web Services (AWS) IoT on NVIDIA® Jetson™ to enable customers to deploy AI and deep learning to millions of connected devices. This joint solution enables models to …
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NVIDIA and Toyota Research Institute-Advanced Development Partner to Create Safer Autonomous Transportation
Collaboration to Accelerate Use of Autonomous Vehicles and AI Technologies Expands to New Testing and Validation System SAN JOSE, Calif., March 18, 2019 GPU Technology Conference — Toyota Research Institute-Advanced Development (TRI-AD) and NVIDIA today announced a new collaboration to develop, train and validate self-driving vehicles. The partnership builds on an ongoing relationship with Toyota to …
NVIDIA DRIVE Constellation Now Available — Virtual Proving Ground for Validating Autonomous Vehicles
Open, Scalable Simulation Platform Enables Large Virtual Fleets of Self-Driving Cars SAN JOSE, Calif., March 18, 2019 GPU Technology Conference — NVIDIA today announced the NVIDIA DRIVE Constellation™ autonomous vehicle simulation platform is now available. The cloud-based platform enables millions of miles to be driven in virtual worlds across a broad range of scenarios — from routine …
NVIDIA Introduces DRIVE AV Safety Force Field: Computational Defensive Driving Policy to Shield Autonomous Vehicles from Collisions
Mathematically Rigorous and Validated in Simulation, Safety Driving Decision Algorithms Protect Against Unpredictability of Real-World Traffic SAN JOSE, Calif., March 18, 2019 GPU Technology Conference—NVIDIA today bolstered its NVIDIA DRIVE™ AV autonomous vehicle software suite with a planning and control layer designed to enable a safe and comfortable driving experience. A primary component of this …
NVIDIA Announces DRIVE AP2X – World’s Most Complete Level 2+ Autonomous Vehicle Platform
March 18, 2019 – Today at the GPU Technology Conference, NVIDIA founder and CEO Jensen Huang announced NVIDIA DRIVE AP2X — a complete Level 2+ automated driving solution encompassing DRIVE AutoPilot software, DRIVE AGX and DRIVE validation tools. DRIVE AP2X incorporates DRIVE AV autonomous driving software and DRIVE IX intelligent cockpit experience. Each runs on …
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NVIDIA and Microsoft Create Edge-to-Cloud Real-Time Streaming Video Analytics Solution
Make cities smarter by connecting NVIDIA DeepStream Edge AI and Microsoft Azure IoT. March 18, 2019 – It’s a huge challenge extracting actionable insights from the sea of data created by the world’s billions of cameras and sensors. Bringing all this raw data to the cloud is inefficient because of bandwidth, cost and latency limitations. …
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Revving Robotics: NVIDIA Isaac SDK Brings Modern AI to Autonomous Machines
Robotics developer toolbox — Isaac apps, GEMs, Robot Engine and Sim — is moving into general availability March 18, 2019 – Robotics developers are off to the races creating autonomous machines of the future. We’re fueling their efforts with the NVIDIA Isaac SDK, which will be publicly available soon as a free robotics developer toolbox …
Revving Robotics: NVIDIA Isaac SDK Brings Modern AI to Autonomous Machines Read More +
NVIDIA Announces Jetson Nano: $99 Tiny, Yet Mighty NVIDIA CUDA-X AI Computer That Runs All AI Models
SAN JOSE, Calif., March 18, 2019 GPU Technology Conference—NVIDIA today announced the Jetson Nano™, an AI computer that makes it possible to create millions of intelligent systems. The small but powerful CUDA-X™ AI computer delivers 472 GFLOPS of compute performance for running modern AI workloads and is highly power-efficient, consuming as little as 5 watts. …
NVIDIA Accelerates Robotic Development from Cloud to Edge with AWS RoboMaker
With support for AWS RoboMaker, NVIDIA platform allows robots to be developed and deployed faster. March 18, 2019 – The NVIDIA Jetson AI computer platform now supports Amazon Web Services AWS RoboMaker. Robotic simulation and development can now be easily done in the cloud and deployed across millions of robots and other autonomous machines powered …
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Clara AI Lets Every Radiologist Teach Their Own AI
March 18, 2019
A system for radiologists to deliver AI-assisted annotation, adapt AI for their patients, and deploy it in the hospital. March 18, 2019 – AI is ready to unlock massive potential in hospital systems, especially in one of the areas where deep learning holds the most promise: medical imaging. That’s why NVIDIA introduced Clara AI, a …
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Slide into the Latest Deep Learning Research in the NVIDIA AI Playground
March 18, 2019 – If you’ve ever wanted to dig into the latest in deep learning research, now’s your chance. NVIDIA has launched AI Playground, an online space where anyone can experience our research demos firsthand. “Research papers have new ideas in them and are really cool, but they’re directed at specialized audiences — we’re …
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NVIDIA Expands NGC Software Hub with Tools for Data Scientists to Build Optimized Solutions Faster
NGC adds models, model scripts and industry solutions to a growing set of AI containers; New wave of NGC-Ready enterprise servers and support services fuel GPU-accelerated AI. March 18, 2018 – Whether advancing science, building self-driving cars or gathering business insight from mountains of data, data scientists, researchers and developers need powerful GPU compute. They …
NVIDIA Announces CUDA-X AI SDK for GPU-Accelerated Data Science
March 18, 2019 – Data scientists working in data analytics, machine learning and deep learning will get a massive speed boost with NVIDIA’s new CUDA-X AI libraries. Unlocking the flexibility of Tensor Core GPUs, CUDA-X accelerates: … data science from ingest of data, to ETL, to model training, to deployment. … machine learning algorithms for …
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NVIDIA CUDA-X AI Acceleration Libraries Speed Up Machine Learning in the Cloud by 20x; Available Now on Microsoft Azure
March 18, 2019 – Data scientists can now accelerate their machine learning projects by up to 20x using NVIDIA CUDA-X AI, NVIDIA’s data science acceleration libraries, on Microsoft Azure. With just a few clicks, businesses of all sizes can accelerate their data science, turning enormous amounts of data into their competitive advantage faster than ever …
PathPartner Showcases AI-Based Algorithms for Autonomous Machines on NVIDIA’s Jetson AGX Xavier Platform
March 14, 2019
PathPartner to Demonstrate its Smart-Vision Algorithms Suite at GTC 2019 in San Jose from March 17-21 Fremont, California – Mar 2, 2019 – PathPartner Technology, a product R&D and engineering specialist, announced today that it will demonstrate its AI-based smart-vision algorithms suite for autonomous machines at the GPU Technology Conference (GTC) 2019 in San Jose …
An Introduction to the NVIDIA Optical Flow SDK
March 11, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. NVIDIA’s Turing GPUs introduced a new hardware functionality for computing optical flow between images with very high performance. The Optical Flow SDK 1.0 enables developers to tap into the new optical flow functionality. You can download the Optical Flow …
Make Sense of the Universe with Rapids.ai
March 6, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Classification of astronomical sources in the night sky is important for understanding the universe. It helps us understand the properties of what makes up celestial systems, from our solar system to the most distant galaxy and everything …
AI My Ride: Startup Revs Up Vehicle Videos to Spot Potholes
February 28, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Christoph Mertz wants to fix your bumpy ride. His solution — using AI to detect potholes — came as a lightbulb moment inspired by working on autonomous vehicle projects at Carnegie Mellon University. Mertz is now the …
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Pop Star: At NVIDIA, Popcorn Delivery Robot Bears Kernel Innovation
February 20, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. At NVIDIA, the robots are being taught to weave their way through the workplace. It helps that, as Ankhit, an NVIDIA Linux systems administrator discovered, they come bearing popcorn. Moments after placing an order, via Slack, a …
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Using Nsight Compute or Nvprof to Show Mixed Precision Use in Deep Learning Models
February 12, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Mixed precision combines different numerical precisions in a computational method. The Volta and Turing generation of GPUs introduced Tensor Cores, which provide significant throughput speedups over single precision math pipelines. Deep learning networks can be trained with …
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Nvidia Is Moving Faster Than the Competition in the AI Chipset Industry
February 8, 2019
This market research report was originally published at Tractica's website. It is reprinted here with the permission of Tractica. Since 2015, more than 70 companies have entered the AI chipset market and more than 100 chip starts have been announced. All of them are trying to tackle the AI algorithm acceleration problem using different techniques. …
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Seeing the Wood for the Trees: Using AI for Smarter Forest Management
January 21, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Nearly 19 million acres of forests are destroyed annually, equal to 27 football pitches a minute. Forests serve as homes for thousands of animals, and for many people they’re a source of food, water, clothing, medicine and …
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A Man, a GAN, and a 1080 Ti: How Jason Antic Created ‘De-Oldify’
January 16, 2019
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. You don’t need to be an an academic or to work for a big company to get into AI. You can just be a guy with an NVIDIA GeForce 1080 Ti and a generative adversarial network. Jason …
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NVIDIA Teams Up with Leading HD Mapping Companies to Deliver End-to-End Autopilot Systems for the World’s Major Markets
January 10, 2019
DRIVE Localization, an open, scalable platform, enables autonomous vehicles to localize themselves within centimeters to HD maps worldwide. NVIDIA is showcasing this week at CES its DRIVE Localization — a system that unlocks the restraints to a global, mass-market solution for cars to find themselves on maps. Leveraging the compute power of GPUs and the …
Mercedes-Benz, NVIDIA to Create New AI Architecture for Mercedes Vehicles
January 9, 2019
NVIDIA’s Jensen Huang, Mercedes’ Sajjad Khan unveil vision for software-defined AI cars integrating self-driving, intelligent cockpits. Mercedes-Benz announced today it has selected NVIDIA to help realize its vision for next-generation vehicles. Speaking to a packed crowd at the Mercedes-Benz booth on the first day of CES 2019, Mercedes-Benz Executive Vice President Sajjad Khan and NVIDIA …
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NVIDIA Introduces DRIVE AutoPilot, World’s First Commercially Available Level 2+ Automated Driving System
January 8, 2019
Continental, ZF Announce L2+ Solutions Based on NVIDIA DRIVE for Production in 2020 Monday, January 7, 2019 — CES — NVIDIA today announced the world’s first commercially available Level 2+ automated driving system, NVIDIA DRIVE™ AutoPilot, which integrates multiple breakthrough AI technologies that will enable supervised self-driving vehicles to go into production by next year. At CES …
NVIDIA GeForce RTX 2060 Is Here: Next-Gen Gaming Takes Off
January 7, 2019
Priced at $349, RTX 2060 Delivers Amazing Graphics with Ray Tracing and AI to Tens of Millions PC Gamers; Global Availability Jan. 15 Sunday, January 6, 2019 — CES — NVIDIA today announced the NVIDIA® GeForce® RTX 2060, putting revolutionary Turing architecture GPUs within the reach of tens of millions PC gamers worldwide. The RTX 2060 …
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How to Get Started with Deep Learning Frameworks
January 4, 2019
A guide to the top deep learning frameworks for AI research. This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Think of a deep learning framework as a grocery store. Rather than laboring in their own backyard farms, most people shop at markets when they want …
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Using Calibration to Translate Video Data to the Real World
November 29, 2018
This article was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. DeepStream SDK 3.0 is about seeing beyond pixels. DeepStream exists to make it easier for you to go from raw video data to metadata that can be analyzed for actionable insights. Calibration is a key step in this …
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Using MATLAB and TensorRT on NVIDIA GPUs
November 8, 2018
This article was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. As we design deep learning networks, how can we quickly prototype the complete algorithm—including pre- and postprocessing logic around deep neural networks (DNNs) —to get a sense of timing and performance on standalone GPUs? This question comes up …
Vision Processing Opportunities in Drones
September 15, 2016
UAVs (unmanned aerial vehicles), commonly known as drones, are a rapidly growing market and increasingly leverage embedded vision technology for digital video stabilization, autonomous navigation, and terrain analysis, among other functions. This article reviews drone market sizes and trends, and then discusses embedded vision technology applications in drones, such as image quality optimization, autonomous navigation, …
“NVIDIA VisionWorks, a Toolkit for Computer Vision,” a Presentation from NVIDIA
August 8, 2016
Elif Albuz, Technical Lead for the VisionWorks Toolkit at NVIDIA, presents the "NVIDIA VisionWorks, a Toolkit for Computer Vision" tutorial at the May 2016 Embedded Vision Summit. In this talk, Albuz introduces the NVIDIA VisionWorks toolkit, a software development package for computer vision and image processing. VisionWorks implements and extends the Khronos OpenVX standard, and …
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“Computational Photography: Understanding and Expanding the Capabilities of Standard Cameras,” a Presentation from NVIDIA
May 23, 2016
Orazio Gallo, Senior Research Scientist at NVIDIA, presents the "Computational Photography: Understanding and Expanding the Capabilities of Standard Cameras" tutorial at the May 2016 Embedded Vision Summit. Today's digital cameras, even at the entry-level, produce pictures with quality comparable to that of high-end cameras of a decade ago. Image processing and computational photography algorithms play …
OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors
April 28, 2015
OpenCL™, a maturing set of programming languages and APIs from the Khronos Group, enables software developers to efficiently harness the profusion of diverse processing resources in modern SoCs, in an abundance of applications including embedded vision. Computer scientists describe computer vision, the use of digital processing and intelligent algorithms to interpret meaning from still and …
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OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors
OpenCL™, a maturing set of programming languages and APIs from the Khronos Group, enables software developers to efficiently harness the profusion of diverse processing resources in modern SoCs, in an abundance of applications including embedded vision. Computer scientists describe computer vision, the use of digital processing and intelligent algorithms to interpret meaning from still and …
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“An Update on OpenVX and Other Vision-Related Standards,” A Presentation from Khronos
January 16, 2015
Elif Albuz, Manager of Vision Software at NVIDIA, delivers the presentation "Update on OpenVX and Other Khronos Standards" at the December 2014 Embedded Vision Alliance Member Meeting. Elif provides an update on the newly released OpenVX standard, and other vision-related standards in progress.
Accelerate Machine Learning with the cuDNN Deep Neural Network Library
October 1, 2014
This article was originally published at NVIDIA's developer blog. It is reprinted here with the permission of NVIDIA. By Larry Brown Solution Architect, NVIDIA Machine Learning (ML) has its origins in the field of Artificial Intelligence, which started out decades ago with the lofty goals of creating a computer that could do any work a …
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It’s Tegra K1 Everywhere at Google I/O
July 7, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. You couldn’t get very far at Google I/O’s dazzling kickoff today without bumping into our new Tegra K1 mobile processor. The keynote showed off Google’s new Android L operating system’s gaming capabilities on a Tegra K1 reference device. …
Tegra K1-Powered Project Tango DevKit Opens Door to New Worlds Enabled by Computer Vision
June 5, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. Google’s new Project Tango Tablet Developers’ Kit puts powerful new capabilities in the hands of those ready to harness the promise of computer vision. Fast-forwarding Google’s Project Tango from experimental device to developer kit, the tablet incorporates cameras …
Embedded Vision: Enabling Smarter Mobile Apps and Devices
May 13, 2014
For decades, computer vision technology was found mainly in university laboratories and a few niche applications. Today, virtually every tablet and smartphone is capable of sophisticated vision functions such as hand gesture recognition, face recognition, gaze tracking, and object recognition. These capabilities are being used to enable new types of applications, user interfaces, and use …
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Why the Future of Self-Driving Cars Depends on Visual Computing
May 7, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. Everybody hates driving through cross-town traffic. This week, Google said they’re doing something about it, announcing that they’ve shifted the focus of their Self-Driving Car Project from cruising down freeways to mastering city streets. The blog post, by …
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Anything But Pedestrian: How GPU-Powered Brains Can Help Cars Keep People Safe
April 17, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. Today’s crowded urban centers are, more than ever, a mine field for drivers. It’s not just that there are more pedestrians on the streets; many of them are staring at or talking on their mobile devices as they …
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What’s Machine Learning? Thanks to GPU Accelerators, You’re Already Soaking In It
April 14, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. Adobe, Baidu, Netflix, Yandex. Some of the biggest names in social media and cloud computing use NVIDIA CUDA-based GPU accelerators to provide seemingly magical search, intelligent image analysis and personalized movie recommendations, based on a technology called advanced …
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How GPUs Help Computers Understand What They’re Seeing
April 11, 2014
This article was originally published at NVIDIA's blog. It is reprinted here with the permission of NVIDIA. Researchers have been able to advance computerized object recognition to once unfathomable levels, thanks to GPUs. Building on the work of neural network pioneers Kunihiko Fukushima and Yann LeCun – and more recent efforts by teams at the …
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Introduction to OpenCV for Tegra
March 24, 2014
Do you want to write your own blazing fast, interactive mobile apps using computer vision technology? Apps that can make your camera smarter, find people's faces, understand their gestures, interpret scenes and augment them with graphics? The Tegra super chip and the OpenCV for Tegra library can help you to do just that! OpenCV for …
Real-Time Traffic Sign Recognition on Mobile Processors
March 21, 2014
There is a growing need for fast and power-efficient computer vision on embedded devices. This session will focus on computer vision capabilities on embedded platforms available to ADAS developers, covering the OpenCV CUDA implementation and the new computer vision standard, OpenVX. In addition, Itseez traffic sign detection will be showcased. The algorithm is capable of …
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Getting Started With GPU-Accelerated Computer Vision Using OpenCV and CUDA
March 20, 2014
OpenCV is a free library for research and commercial purposes that includes hundreds of optimized computer vision and image processing algorithms. NVIDIA and Itseez have optimized many OpenCV functions using CUDA on desktop machines equipped with NVIDIA GPUs. These functions are 5 to 100 times faster in wall-clock time compared to their CPU counterparts. Anatoly …
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Create ‘Machines That See’ Using Industry Resources
December 11, 2013
This article is an expanded and updated version of one originally published at Design News. It is reprinted here with the permission of Design News. This article explores the opportunity for incorporating visual intelligence in electronic products, introduces an industry alliance created to help engineers implement such capabilities, and describes an upcoming technical education forum …
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