intel/dlstreamer-edge-ai-extension

intel

DL Streamer Edge AI Extension Docker images.

1 次收藏下载次数: 0状态：社区镜像维护者：intel仓库类型：镜像最近更新：3 年前

Intel® DL Streamer Edge AI Extension

https://github.com/dlstreamer/edge-ai-extension is a microservice based on https://github.com/dlstreamer/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.

Supported tags and Dockerfile links

https://github.com/dlstreamer/edge-ai-extension/blob/v0.7.1-PR/docker/Dockerfile
- Updated branding to align with Intel DL Streamer
- Various bug fixes
https://github.com/dlstreamer/edge-ai-extension/blob/v0.7.0/docker/Dockerfile
- Added HTTP protocol support
- Improved gRPC performance
- Added HDDL-R accelerator support
- Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4.2
https://github.com/intel/video-analytics-serving/blob/v0.6.1-beta/samples/ava_ai_extension/docker/Dockerfile
- Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4.1
https://github.com/intel/video-analytics-serving/blob/v0.6.0-beta/samples/lva_ai_extension/docker/Dockerfile
- Added line crossing and zone counting spatial analytics pipelines
- Added action recognition pipeline
- Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.4
https://github.com/intel/video-analytics-serving/blob/v0.5.0-beta/samples/lva_ai_extension/docker/Dockerfile
- Updated to Azure Video Analyzer gRPC APIs v1.0 and enabled extension configuration feature
- Updated to Intel® Distribution of OpenVINO™ Toolkit 2021.3
https://github.com/intel/video-analytics-serving/blob/v0.4.1-beta/samples/lva_ai_extension/docker/Dockerfile
- 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
https://github.com/intel/video-analytics-serving/blob/v0.4.0-beta/samples/lva_ai_extension/docker/Dockerfile
- Initial microservice compatible with Live Video Analytics on IoT Edge gRPC APIs v1.0

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 https://github.com/openvinotoolkit/docker_ci/blob/master/configure_gpu_ubuntu20.md 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

https://github.com/dlstreamer/edge-ai-extension/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.

Components	License
https://github.com/dlstreamer/edge-ai-extension/blob/v0.7.0-beta/docker/Dockerfile	https://github.com/dlstreamer/edge-ai-extension/blob/v0.7.0-beta/LICENSE Docker image with 0.7.0 tag uses https://hub.docker.com/r/openvino/ubuntu20_data-runtime as a base, and several community modules and scripts. `Copyright (c) 2019-2021 Intel Corporation All rights reserved.`
https://hub.docker.com/r/openvisualcloud/xeon-ubuntu1804-analytics-gst (tag 0.4.0)	Dockerfile: https://github.com/OpenVisualCloud/Dockerfiles/blob/master/LICENSE Image: 20.10 (https://hub.docker.com/r/openvisualcloud/xeon-ubuntu1804-analytics-gst)
https://hub.docker.com/r/openvino/ubuntu20_runtime (tags 0.4.1 and later)	Dockerfile: https://github.com/openvinotoolkit/docker_ci/blob/master/LICENSE, Image: 2021.4 (https://hub.docker.com/r/openvino/ubuntu20_runtime)
protobuf	BSD 3-Clause (Google Customized) `Copyright 2008 Google Inc. All rights reserved.`
Python3	PSF `Copyright © 2001-2021 Python Software Foundation; All Rights Reserved`
Python-Pip	https://github.com/pypa/pip/blob/master/LICENSE.txt `Copyright (c) 2008-2021 The pip developers (see AUTHORS.txt file)`
https://github.com/Julian/jsonschema/	https://github.com/Julian/jsonschema/blob/main/COPYING `Copyright (c) 2013 Julian Berman`
https://github.com/Azure/video-analyzer	https://github.com/Azure/video-analyzer/blob/main/LICENSE Copyright 2020-2021 Microsoft Corporation.[object Object]Modifications Copyright 2020-2021 Intel Corporation[object Object][object Object]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:[object Object][object Object]The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.[object Object][object Object]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
Requests	https://github.com/kennethreitz/requests/blob/master/LICENSE `Copyright 2019 Kenneth Reitz`
grpcio	Apache License 2.0 `Copyright 2014 gRPC authors.`
falcon	Apache License 2.0 `Copyright 2013 by Rackspace Hosting, Inc.`
Intel® Distribution of OpenVINO™ Toolkit - OpenModelZoo	https://github.com/opencv/open_model_zoo/blob/master/LICENSE `Copyright (c) 2020-2021 Intel Corporation`
https://github.com/openvinotoolkit/openvino	https://github.com/openvinotoolkit/openvino/blob/2020/LICENSE `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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intel/dlstreamer-edge-ai-extension

intel

DL Streamer Edge AI Extension Docker images.

1 次收藏下载次数: 0状态：社区镜像维护者：intel仓库类型：镜像最近更新：3 年前

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