GPU in Windows Subsystem for Linux (WSL)
WSL2 is available on Windows 11 outside of Windows Insider Preview. Please read the CUDA on WSL user guide for details on what is supported Microsoft Windows is a ubiquitous platform for enterprise, business, and personal computing systems. However, industry AI tools, models, frameworks, and libraries are predominantly available on Linux OS. Now all users of AI - whether they are experienced profe
Jetson Nano Developer Kit
The power of modern AI is now available for makers, learners, and embedded developers everywhere. NVIDIA® Jetson Nano™ Developer Kit is a small, powerful computer that lets you run multiple neural networks in parallel for applications like image classification, object detection, segmentation, and speech processing. All in an easy-to-use platform that runs in as little as 5 watts. It’s simpler than
Training Material and Code Samples
Parallel Programming Education Materials Whether you’re looking for presentation materials or CUDA code samples for use in education self-learning purposes, this is the place to search! Please keep checking back as new materials will be posted as they become available. We recommended you subscribe to the following e-mail list to be kept informed of updates and any Parallel Programming education e
Transforming Standard Video Into Slow Motion with AI - NVIDIA Developer News CenterNVIDIA Developer News Center
Researchers from NVIDIA developed a deep learning-based system that can produce high-quality slow-motion videos from a 30-frame-per-second video, outperforming various state-of-the-art methods that aim to do the same. The researchers will present their work at the annual Computer Vision and Pattern Recognition (CVPR) conference in Salt Lake City, Utah this week. “There are many memorable moments
New AI Technique Helps Robots Work Alongside Humans | NVIDIA Technical Blog
Researchers from NVIDIA, led by Stan Birchfield and Jonathan Tremblay, developed a first of its kind deep learning-based system that can teach a robot to complete a task by just observing the actions of a human. The method is designed to enhance communication between humans and robots and at the same time further research that will enable people to work alongside robots seamlessly. “For robots to
ディープ ラーニング コンテナー - NVIDIA GPU Cloud (NGC)
Just Announced—Run Jupyter Notebooks on Google Cloud with NGC's New One Click Deploy Feature. Read More AI and HPC Containers Develop and deploy applications faster with GPU-optimized containers from the NVIDIA NGC™ catalog. What Are Containers? A container is a portable unit of software that combines the application and all its dependencies into a single package that’s agnostic to the underlying
NVIDIA RTX™ platform
The NVIDIA RTX platform fuses ray tracing, deep learning and rasterization to fundamentally transform the creative process for content creators and developers through the NVIDIA Turing GPU architecture and support for industry leading tools and APIs. Applications built on the RTX platform bring the power of real-time photorealistic rendering and AI-enhanced graphics, video and image processing, to
New AI Imaging Technique Reconstructs Photos with Realistic Results | NVIDIA Technical Blog
New AI Imaging Technique Reconstructs Photos with Realistic Results Researchers from NVIDIA, led by Guilin Liu, introduced a state-of-the-art deep learning method that can edit images or reconstruct a corrupted image, one that has holes or is missing pixels. The method can also be used to edit images by removing content and filling in the resulting holes. The method, which performs a process calle
Generating Photorealistic Images of Fake Celebrities with Artificial Intelligence | NVIDIA Technical Blog
Generating Photorealistic Images of Fake Celebrities with Artificial Intelligence Researchers from NVIDIA recently published a paper detailing their new methodology for generative adversarial networks (GANs) that generated photorealistic pictures of fake celebrities. One of the hottest topics in deep learning is GANs, which have the potential to create systems that learn more with less help from h
ORCA
ORCA: Open Research Content Archive Note: This is a legacy SDK. Developers may download and continue to use, but it is no longer supported. ORCA is a library of professionally-created 3D assets donated to the research community. ORCA enables researchers to develop, test and discover new ideas using challenging, high-quality assets. With initial assets donated by Amazon Lumberyard, SpeedTree, NVIDI
NVIDIA Collective Communications Library (NCCL)
NVIDIA NCCL The NVIDIA Collective Communication Library (NCCL) implements multi-GPU and multi-node communication primitives optimized for NVIDIA GPUs and Networking. NCCL provides routines such as all-gather, all-reduce, broadcast, reduce, reduce-scatter as well as point-to-point send and receive that are optimized to achieve high bandwidth and low latency over PCIe and NVLink high-speed interconn
Developer Spotlight: Creating Photorealistic CGI Environments | NVIDIA Technical Blog
Get to know Rense de Boer, a technical art director from Sweden, who is not only pushing the envelope of photo-real CGI environments, but he's doing it all in a...Get to know Rense de Boer, a technical art director from Sweden, who is not only pushing the envelope of photo-real CGI environments, but he’s doing it all in a real-time engine! Over the last few years de Bower has been focused on advan
DesignWorks GTC 2017 Release is now available!
Get the latest SDK and tools designed for developers creating professional graphics, advanced rendering, video processing, material design, and 3D printing. We are excited to share a comprehensive update of our innovative and industry leading SDKs and tools for the DesignWorks GTC 2017 release. New SDK releases Video Codec SDK 8 GVDB Voxels 1.0 OptiX 4.1 Iray SDK 2017 MDL SDK 2017 Occlusion Cullin
HDR for UE4
As you may have read in our last post, there are several things that you may want to do to provide a great HDR experience from your game. To help demonstrate these things, we went and plumbed them into the Unreal Engine. This is all available on GitHub right now for those with UE4 access. (https://github.com/ehartNV/UnrealEngine_HDR) This was designed to integrate with UE 4.12 with little hassle,
CUDA Code Samples
There are many CUDA code samples included as part of the CUDA Toolkit to help you get started on the path of writing software with CUDA C/C++ The code samples covers a wide range of applications and techniques, including: Simple techniques demonstrating Basic approaches to GPU Computing Best practices for the most important features Working efficiently with custom data types Quickly integrating GP
Developer Spotlight: Defending the Planet Against Asteroids with Artificial Intelligence | NVIDIA Technical Blog
Developer Spotlight: Defending the Planet Against Asteroids with Artificial Intelligence James Parr, co-director of the NASA Frontier Development Lab (FDL) shares how NVIDIA GPUs and deep learning can help detect, characterize and deflect asteroids. The FDL hosted 12 standout graduate students for an internship to take on the White House’s Asteroid Grand Challenge, an ongoing program that aims to
Automatically Remove Backgrounds From Images | NVIDIA Technical Blog
Researchers from Adobe, the Beckman Institute for Advanced Science and Technology and University of Illinois at Urbana-Champaign developed a deep learning-based method that clips objects from photos and videos. Researchers have developed a number of different artificially intelligent programs to automatically subtract a background from an image, but most are based on colors. When presented with an
DirectX
DIRECTX 12 ULTIMATE DirectX 12 Ultimate is Microsoft’s latest graphics API, which codifies NVIDIA RTX’s innovative technologies first introduced in 2018, as the cross-platform standard for next-generation, real-time graphics. It offers APIs for Ray Tracing, Variable Rate Shading, Mesh Shading, Sampler Feedback, and more, enabling developers to implement cinema-quality reflections, shadows, and lig
NVIDIA Maxine
NVIDIA Maxine is a suite of high-performance, easy-to-use, NVIDIA Inference Microservices (NIMs) and SDKs for deploying AI features that enhance audio, video, and augmented reality effects for video conferencing and telepresence. NVIDIA NIM™, part of NVIDIA AI Enterprise, is a set of easy-to-use, microservices designed for secure, reliable deployment of high performance AI model inferencing across
MDL SDK
NVIDIA MDL SDK The NVIDIA Material Definition Language (MDL) SDK is a set of tools to enable quick integration of physically-based materials into rendering applications. It contains comprehensive C++ and Python APIs that allow applications to load MDL modules, analyze, and understand the structure of a material so it can build a UI for material editing and render the results. NVIDIA will soon open
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