NVIDIA DeepStream

NVIDIA DeepStream is a high-performance SDK for building AI-powered streaming video and sensor analytics pipelines using GStreamer.

DeepStream 8.0 provides a hardware-accelerated framework for developing vision AI agents and real-time streaming applications. Built on the GStreamer multimedia framework, it utilizes 40+ GPU-accelerated plugins to handle intensive tasks like H.264/H.265 decoding, multi-object tracking (including the new Multiview 3D Tracking), and TensorRT-optimized inference. Whether deploying on a Jetson AGX Thor at the edge or Blackwell GPUs in the cloud, DeepStream streamlines the path from raw sensor data to actionable insights (such as retail analytics or industrial inspection) while maintaining zero-copy memory efficiency across the entire pipeline.

https://developer.nvidia.com/deepstream-sdk