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openvino/README.md
Ilya Churaev d670e77d97 Docs: Changed OpenVINO Runtime User Guide integration (#10187)
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Co-authored-by: Jan Iwaszkiewicz <jan.iwaszkiewicz@intel.com>

* Fixed comments

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* Update docs/snippets/ov_infer_request.py

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* Update docs/OV_Runtime_UG/integrate_with_your_application.md

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Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com>
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# OpenVINO™ Toolkit
[![Stable release](https://img.shields.io/badge/version-2021.4.2-green.svg)](https://github.com/openvinotoolkit/openvino/releases/tag/2021.4.2)
[![Apache License Version 2.0](https://img.shields.io/badge/license-Apache_2.0-green.svg)](LICENSE)
![GitHub branch checks state](https://img.shields.io/github/checks-status/openvinotoolkit/openvino/master?label=GitHub%20checks)
![Azure DevOps builds (branch)](https://img.shields.io/azure-devops/build/openvinoci/b2bab62f-ab2f-4871-a538-86ea1be7d20f/13?label=Public%20CI)
[![PyPI Downloads](https://pepy.tech/badge/openvino)](https://pepy.tech/project/openvino)
This toolkit allows developers to deploy pre-trained deep learning models
through a high-level OpenVINO™ Runtime C++ and Python APIs integrated with application logic.
This open source version includes several components: namely [Model Optimizer], [OpenVINO™ Runtime], [Post-Training Optimization Tool], as well as CPU, GPU, MYRIAD, multi device and heterogeneous plugins to accelerate deep learning inferencing on Intel® CPUs and Intel® Processor Graphics.
It supports pre-trained models from the [Open Model Zoo], along with 100+ open
source and public models in popular formats such as TensorFlow, ONNX, PaddlePaddle, MXNet, Caffe, Kaldi.
## Repository components
* [OpenVINO™ Runtime]
* [Model Optimizer]
* [Post-Training Optimization Tool]
* [Samples]
## License
OpenVINO™ Toolkit is licensed under [Apache License Version 2.0](LICENSE).
By contributing to the project, you agree to the license and copyright terms therein and release your contribution under these terms.
## Resources
* Docs: https://docs.openvino.ai/
* Wiki: https://github.com/openvinotoolkit/openvino/wiki
* Issue tracking: https://github.com/openvinotoolkit/openvino/issues
* Storage: https://storage.openvinotoolkit.org/
* Additional OpenVINO™ toolkit modules: https://github.com/openvinotoolkit/openvino_contrib
* [Intel® Distribution of OpenVINO™ toolkit Product Page](https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit.html)
* [Intel® Distribution of OpenVINO™ toolkit Release Notes](https://software.intel.com/en-us/articles/OpenVINO-RelNotes)
## Support
Please report questions, issues and suggestions using:
* The [`openvino`](https://stackoverflow.com/questions/tagged/openvino) tag on StackOverflow\*
* [GitHub* Issues](https://github.com/openvinotoolkit/openvino/issues)
* [Forum](https://software.intel.com/en-us/forums/computer-vision)
---
\* Other names and brands may be claimed as the property of others.
[Open Model Zoo]:https://github.com/openvinotoolkit/open_model_zoo
[OpenVINO™ Runtime]:https://docs.openvino.ai/latest/openvino_docs_OV_Runtime_User_Guide.html
[Model Optimizer]:https://docs.openvino.ai/latest/openvino_docs_MO_DG_Deep_Learning_Model_Optimizer_DevGuide.html
[Post-Training Optimization Tool]:https://docs.openvino.ai/latest/pot_README.html
[Samples]:https://github.com/openvinotoolkit/openvino/tree/master/samples
[tag on StackOverflow]:https://stackoverflow.com/search?q=%23openvino