…It captures rendered stereo frames, encodes them using hardware-accelerated AV1, H.265, or H.264, and streams them to the client. The client decodes the video, composites it into the WebXR…
…Security and privacy concerns are also accelerating the shift toward local agents. Developers, by running autonomous agents on hardware they own with NVIDIA NemoClaw orchestrating execution, can keep sensitive context on-device…
…He leads various projects on computer vision and perception modules and tools for Vision AI for DeepStream and Metropolis (including GPU-accelerated multi-object trackers). Previously, Paul led the R&D group…
…This approach accelerates development, reduces clinical risk, and provides the data substrate required for reliable, intelligent automation across complex hospital systems. Project Rheo introduces a different approach. How developers can use the…
…NVIDIA Data Center GPU Manager (DCGM) offers a comprehensive tool suite that simplifies administration and monitoring of NVIDIA Tesla-accelerated data centers. A previous post described how to setup GPU telemetry with…
…Automatic selection of quantization, batching, and acceleration techniques. Production-ready containers : Pre-built with dependencies, tested at scale Security and compliance: Enterprise-grade security controls and container signing for deployments Enterprise support…
…traditional open-loop evaluation is no longer sufficient to rigorously assess such models, and new evaluation tools are required. Recently, NVIDIA introduced Alpamayo , a family of models, simulation tools, and datasets to…
…Automated pronunciation proposals can accelerate review, but they should not be treated as ground truth without audio inspection. The current benchmark is small. The orthopedic practice simulation demonstrates the flywheel on a…
…It uses accelerated vision-based microservices, vision-language models (VLMs) , large language models (LLMs) , and retrievers for real-time video intelligence, agentic search, and automated reporting. VSS helps enterprises monitor operations, detect…
…acceleration may become available when moving software developed on one Jetson module to another. If the move implies a change in JetPack version, some porting may be required. From a hardware perspective…
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