DeepStream SDK delivers a complete streaming analytics toolkit for AI based video and image understanding and multi-sensor processing. DeepStream SDK features hardware-accelerated building blocks, called plugins that bring deep neural networks and other complex processing tasks into a stream processing pipeline.

The deepstream offering contains DeepStream SDK and an app (deepstream-test5) that is configurable to handle multiple streams and multiple networks for inference. The app can be connected to Azure IoT Edge runtime to send messages to Azure IoT cloud.

Minimum Hardware requirement: x86 CPU with NVIDIA data-center GPUs or NVIDIA Jetson Device .