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How to Build a Generative AI-Enabled Synthetic Data Pipeline with OpenUSD

Training physical AI models used to power autonomous machines, such as robots and autonomous vehicles, requires huge amounts of data. Acquiring large sets of…

Training physical AI models used to power autonomous machines, such as robots and autonomous vehicles, requires huge amounts of data. Acquiring large sets of diverse training data can be difficult, time-consuming, and expensive. Data is often limited due to privacy restrictions or concerns, or simply may not exist for novel use cases. In addition, the available data may not apply to the full range…

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Integrate Generative AI into OpenUSD Workflows Using New NVIDIA Omniverse Developer Tools

NVIDIA announced new USD-based generative AI and NVIDIA-accelerated development tools built on NVIDIA Omniverse at SIGGRAPH 2024. These advancements will expand…

NVIDIA announced new USD-based generative AI and NVIDIA-accelerated development tools built on NVIDIA Omniverse at SIGGRAPH 2024. These advancements will expand adoption of Universal Scene Description (OpenUSD) to robotics, industrial design, and engineering, so developers can quickly build highly accurate virtual worlds for the next evolution of AI. OpenUSD is an open-source framework and…

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Advancing Telepresence and Next-Generation Digital Humans with NVIDIA Maxine

Person looking at image of themself captured by a camera, and then the shot pans to a smaller display which shows their face in a 3D hologram.At SIGGRAPH 2024 this week, NVIDIA is showcasing the latest advancements in the NVIDIA Maxine AI developer platform, available through NVIDIA AI…Person looking at image of themself captured by a camera, and then the shot pans to a smaller display which shows their face in a 3D hologram.

At SIGGRAPH 2024 this week, NVIDIA is showcasing the latest advancements in the NVIDIA Maxine AI developer platform, available through NVIDIA AI Enterprise. This platform empowers you to deploy cutting-edge AI features that enhance audio and video quality and enable augmented reality effects. NVIDIA just announced the upcoming availability of Maxine 3D and Maxine Video Relighting for early…

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Build VLM-Powered Visual AI Agents Using NVIDIA NIM and NVIDIA VIA Microservices

Decorative image of icons and a molecular structure in green.Traditional video analytics applications and their development workflow are typically built on fixed-function, limited models that are designed to detect and…Decorative image of icons and a molecular structure in green.

Traditional video analytics applications and their development workflow are typically built on fixed-function, limited models that are designed to detect and identify only a select set of predefined objects. With generative AI, NVIDIA NIM microservices, and foundation models, you can now build applications with fewer models that have broad perception and rich contextual understanding.

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Access to NVIDIA NIM Now Available Free to Developer Program Members

An image showing NVIDIA NIM.The ability to use simple APIs to integrate pretrained AI foundation models into products and experiences has significantly increased developer usage of LLM…An image showing NVIDIA NIM.

The ability to use simple APIs to integrate pretrained AI foundation models into products and experiences has significantly increased developer usage of LLM endpoints and application development frameworks. NVIDIA NIM enables developers and engineering teams to rapidly deploy their own AI model endpoints for the secure development of accelerated generative AI applications using popular development…

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Serverless Inference with Hugging Face and NVIDIA NIMs

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Power Text-Generation Applications with Mistral NeMo 12B Running on a Single GPU

Decorative image of a model with multiple apps.NVIDIA collaborated with Mistral to co-build the next-generation language model that achieves leading performance across benchmarks in its class. With a growing…Decorative image of a model with multiple apps.

NVIDIA collaborated with Mistral to co-build the next-generation language model that achieves leading performance across benchmarks in its class. With a growing number of language models purpose-built for select tasks, NVIDIA Research and Mistral AI combined forces to offer a versatile, open language model that’s performant and runs on a single GPU. This post explores the benefits of…

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Computed Tomography Organ and Disease Segmentation Using the NVIDIA VISTA-3D NIM Microservice

Three CT scan segments on a black background.Over 300M computed tomography (CT) scans are performed globally, 85M in the US alone. Radiologists are looking for ways to speed up their workflow and generate…Three CT scan segments on a black background.

Over 300M computed tomography (CT) scans are performed globally, 85M in the US alone. Radiologists are looking for ways to speed up their workflow and generate accurate reports, so having a foundation model to segment all organs and diseases would be helpful. Ideally, you’d have an optimized way to run this model in production at scale. NVIDIA Research has created a new foundation model to…

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Faster Insights from Luminary Cloud’s Engineering Simulations with NVIDIA GPUs

Computational Fluid Dynamics simulation of passenger car in motion, viewed in the Luminary Cloud interface.Engineering simulation is used across industries to accelerate product development. Simulations are used to check the safety of aircraft, cars, and buildings,…Computational Fluid Dynamics simulation of passenger car in motion, viewed in the Luminary Cloud interface.

Engineering simulation is used across industries to accelerate product development. Simulations are used to check the safety of aircraft, cars, and buildings, ensure that your mobile phone has a signal wherever you go, and maximize the range of the newest electric vehicles. It reduces the need for expensive, time-consuming physical testing and enables engineers to iteratively improve designs much…

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Simulate Elastic Objects in Any Representation with NVIDIA Kaolin Library

GIF of a tree, excavator, and purple spiky blog moving.Recent advancements in generative AI and multi-view reconstruction have introduced new ways to rapidly generate 3D content. However, to be useful for downstream…GIF of a tree, excavator, and purple spiky blog moving.

Recent advancements in generative AI and multi-view reconstruction have introduced new ways to rapidly generate 3D content. However, to be useful for downstream applications like robotics, design, AR/VR, and games, it must be possible to manipulate these 3D models in a physically plausible way. This poses a major challenge to traditional physics simulation algorithms, which were designed to…

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