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intel/dlstreamer-edge-ai-extension

Verified Publisher

By Intel Corporation

•Updated over 4 years ago

DL Streamer Edge AI Extension Docker images.

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Internet of things
Machine learning & AI
Monitoring & observability
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50K+

intel/dlstreamer-edge-ai-extension repository overview

⁠Intel® DL Streamer Edge AI Extension

The Intel® DL Streamer Edge AI Extension⁠ is a microservice based on DL Streamer Pipeline Server⁠ that provides video analytics pipelines built with OpenVINO DL Streamer. Developers can send decoded video frames to the AI Extension which performs detection, classification, or tracking and returns the results. The AI Extension exposes gRPC⁠ and HTTP⁠ APIs that are compatible with Azure Video Analyzer⁠ (AVA). Powered by OpenVINO toolkit, the AI Extension enables developers to build, optimize and deploy deep learning inference workloads for maximum performance across Intel® architectures.

IMPORTANT: Intel® DL Streamer - Edge AI Extension is provided as a pre-production preview. Developers deploying the Edge AI Extension should review it against their production requirements.

  • 0.7.1, latest⁠
    • Updated branding to align with Intel DL Streamer
    • Various bug fixes
  • 0.7.0⁠
    • Added HTTP protocol support
    • Improved gRPC performance
    • Added HDDL-R accelerator support
    • Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4.2
  • 0.6.1⁠
    • Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4.1
  • 0.6.0⁠
    • Added line crossing and zone counting spatial analytics pipelines
    • Added action recognition pipeline
    • Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4
  • 0.5.0⁠
    • Updated to Azure Video Analyzer gRPC APIs v1.0 and enabled extension configuration feature
    • Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.3
  • 0.4.1⁠
    • Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.1
    • Added support for integrated GPU and Intel® NCS2 inference accelerators
    • Added id field to object tracking metadata
  • 0.4.0⁠

⁠Running Docker container

Docker must be given access to the gRPC port, which is 5001 by default. Shared memory is enabled by volume mounting /dev/shm.

$ docker run -p 5001:5001 -v /dev/shm:/dev/shm intel/dlstreamer-edge-ai-extension:latest

Enable GPU inference by giving docker access to device /dev/dri.

NOTE: Ubuntu20 hosts need extra docker options⁠ to access GPU

$ docker run -p 5001:5001 -v /dev/shm:/dev/shm --device /dev/dri intel/dlstreamer-edge-ai-extension:latest

For more information on image configuration, deployment or build from source see https://github.com/dlstreamer/edge-ai-extension/tree/main⁠.

⁠Reporting issues

⁠License

LEGAL NOTICE: By accessing, downloading or using this software and any required dependent software (the "Software Package"), you agree to the terms and conditions of the software license agreements for the Software Package, which may also include notices, disclaimers, or license terms for third party software included with the Software Package. Please refer to the "third-party-programs.txt" or other similarly-named text file for additional details.

ComponentsLicense
Dockerfile⁠BSD 3-clause "New" or "Revised" License⁠
Docker image with 0.7.0 tag uses openvino/ubuntu20_data_runtime⁠ as a base, and several community modules and scripts.
Copyright (c) 2019-2021 Intel Corporation All rights reserved.
OVC XeonE3 Ubuntu 18.04 Analytics GST Docker Image⁠ (tag 0.4.0)Dockerfile: BSD 3-clause "New" or "Revised" License⁠
Image: 20.10 (various⁠)
OpenVINO Ubuntu 20.04 Runtime Docker Image⁠ (tags 0.4.1 and later)Dockerfile: Apache 2.0 License⁠,
Image: 2021.4 (various⁠)
protobuf⁠BSD 3-Clause (Google Customized)⁠
Copyright 2008 Google Inc. All rights reserved.
Python3⁠PSF⁠
Copyright © 2001-2021 Python Software Foundation; All Rights Reserved
Python-Pip⁠MIT License⁠
Copyright (c) 2008-2021 The pip developers (see AUTHORS.txt file)
jsonschema⁠MIT License⁠
Copyright (c) 2013 Julian Berman
Azure Video Analyzer⁠MIT License⁠

Copyright 2020-2021 Microsoft Corporation.
Modifications Copyright 2020-2021 Intel Corporation

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE
Requests⁠Apache License 2.0⁠
Copyright 2019 Kenneth Reitz
grpcio⁠Apache License 2.0⁠
Copyright 2014 gRPC authors.
falcon⁠Apache License 2.0⁠
Copyright 2013 by Rackspace Hosting, Inc.
Intel® Distribution of OpenVINO™ Toolkit - OpenModelZoo⁠Apache License 2.0⁠
Copyright (c) 2020-2021 Intel Corporation
Intel® Distribution of OpenVINO™ Toolkit - Deep Learning Deployment Toolkit⁠Apache License 2.0⁠
Copyright (c) 2020-2021 Intel Corporation

As with any pre-built image usage, it is the image user's responsibility to ensure that any use of this image complies with any relevant licenses and potential fees for all software contained within. We will have no indemnity or warranty coverage from suppliers.

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