Initial Preview Release (v0.0.5)

Intel(R) Deep Learning Streamer Pipeline Zoo

The DL Streamer Pipeline Zoo is a catalog of media and media analytics pipelines optimized for Intel hardware. It includes tools for downloading pipelines and their dependencies and tools for measuring their performace.

Pipelines are organized according to the task they perform (what types of input they accept and what types of output they generate). Tasks and pipelines are defined in a platform and framework independent way to allow implementations in a variety of frameworks and for multiple platform targets.

IMPORTANT:

The DL Streamer Pipeline Zoo is provided as a set of tools for system evaluation and benchmarking and is not intended for deployment into production environments without modification.

The project is pre-production and under active development. Please expect breaking changes and use tagged versions for stable functionality.

Features Include:

Simple command line interface	A single entrypoint for downloading and running media analytics pipelines along with media and model dependencies
DL Streamer Pipeline Runner	Pipeline implementations and optimizations using the DL Streamer Pipeline Framework
Platform specific settings	Pipeline runner settings tuned for optimal performance on different platform types (e.g. core, xeon)
Measurement Settings	Settings for measuring different scenarios including single stream throughput and stream density. Settings can be customized and saved for reuse.
Containerized environment	Dockerfiles, build and run scripts for launching a reproducable environment

Initial Preview Release (v0.0.5)

The initial release contains support for the following tasks and pipelines using a DL Streamer Pipeline Runner:

• Object Detection
  • od-h264-ssd-mobilenet-v1-coco
  • od-h265-ssd-mobilenet-v1-coco
• Object Classification
  • oc-h264-full-frame-resnet-50-tf
  • oc-h265-full-frame-resnet-50-tf
  • oc-h264-ssd-mobilenet-v1-coco-resnet-50-tf
    -oc-h265-ssd-mobilenet-v1-coco-resnet-50-tf
• Decode VPP
  • decode-h265
  • decode-h264-bgra

And provides settings tuned for performance on:

• Xeon: Intel(R) Xeon(R) Gold 6336Y CPU @ 2.40GHz.
• Core: 11th Gen Intel(R) Core(TM) i7-1185G7 @ 3.00GH