The NVIDIA DeepStream SDK is a comprehensive real-time streaming analytics toolkit based on GStreamer for AI-based multi-sensor processing, video, audio, and image understanding. It’s ideal for developers, software partners, startups, and OEMs building vision AI agents, applications, and services for a wide range of industries like smart cities, retail, manufacturing, and more.You can now create and deploy stream-processing pipelines that incorporate generative AI and other complex processing tasks like multi-camera tracking in minutes. To further accelerate development, DeepStream is also par
DeepStream SDK…language model head while maintaining full vocabulary support and achieving significant speedup with minimal pipeline changes. AI-generated summary Speculative decoding speeds up autoregressive generation in Large Language Models (LLMs) through a…
…Additional Resources Intel Gaudi 2 AI Accelerator OpenVINO™ Toolkit on GitHub AI PCs from Intel Intel Arc Graphics Optimum for Intel Library Neural Network Compression Framework (NNCF) Hugging Face Transformers Hugging Face…
…Try Jump-start building your AI solutions with the NVIDIA RAG Blueprint , available on build.nvidia.com . Starter Kits Start building information retrieval pipelines and generative AI applications for multimodal data ingestion…
HippoScreen uses Intel® software optimizations to accelerate AI model build times and build AI pipelines in an efficient and adaptable way.
This is an upgrade of a tool I created 15 years ago in Python to learn OOP and solve some inadequacies in the HDR stacking tools I could find at the time. The problem was, none of them were really "batch friendly". None …
Hi HN, we’re Rishi and Sahil. We’ve developed Rudus (https://www.rudus.ai/), an AI-powered takeoff and estimation platform built for concrete subcontractors.Takeoff is the process of measuring and quantifying materials f…
…AMD is targeting use cases such as inference, retrieval-augmented generation, and production AI pipelines. Systems can be configured with up to eight accelerator cards, depending on the server platform. The card…
…AI development platform, DeepStream accelerates a developer’s journey from concept to actionable insight across industries. Video 1. How to use the NVIDIA DeepStream coding agents to generate complete vision AI pipelines…
…document processing pipelines that extract, embed, and retrieve structured dataincluding tables and chartsfrom complex PDFs for grounded, cited AI answers. The solution uses the NeMo Retriever library for GPU-accelerated extraction, then…
…NVIDIA published a R595-derived driver build that provides a preview implementation of the Color Pipeline API for letting Wayland compositors leverage GPU display hardware capabilities for accelerating color processing like HDR…
…AI workloads. Inferencing pipeline This layer manages the end-to-end data flow through preprocessing, inference, and postprocessing to produce actionable outputs. Frameworks like NVIDIA DeepStream provide a high-performance, GPU-accelerated…
…Run AI-powered chat assistants, document search engines, or knowledge bases fully on-premises. Keep sensitive data in-house while accelerating AI workflows. High-speed Networking and Scalable Architecture: Comes with dual…
