Overview
The NVIDIA DeepStream SDK is a complete streaming analytics toolkit built on GStreamer, designed for AI-based multi-sensor data processing. It facilitates real-time video, audio, and image understanding, ideal for creating vision AI agents and applications. DeepStream enables rapid deployment of stream-processing pipelines incorporating generative AI and complex tasks like multi-camera tracking. As part of NVIDIA Metropolis, DeepStream transforms pixel and sensor data into actionable insights. The SDK offers a 100% NVIDIA GPU-accelerated pipeline, reducing development time and minimizing TCO. DeepStream supports multiple programming options including C/C++ and Python, along with over 40 GPU-accelerated plugins. It integrates with NVIDIA Triton Inference Server and TensorRT, ensuring flexibility and optimal performance from prototyping to production.