OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
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* Remove install prerequisites steps, order FWs, and move pre-processing details Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update Introduction: examples of MO CLIs, references to parameters description pages Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update Setting Input Shape section Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update Optimizing Preprocessing Computation page Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Revert location of Additional_Optimizations.md Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Describe layout and FP16 support in MO * Fix docs issue * Apply feedback * Apply review feedback * Clean-up Resources Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Mention FP16 compression in MO Introduction Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply the first portion of feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply the second portion of feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply review feedback * Apply review feedback * Apply the third portion of feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply suggestions from code review Co-authored-by: Tatiana Savina <tatiana.savina@intel.com> * Apply feedback for FP16 compression documentation * Apply review for FP16 page * Apply suggestions from code review Co-authored-by: Tatiana Savina <tatiana.savina@intel.com> * Update docs/MO_DG/prepare_model/Additional_Optimizations.md Co-authored-by: Tatiana Savina <tatiana.savina@intel.com> * Apply feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply feedback Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Address feedback about tutorials, input_shape option Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Rework Setting Input Shapes section Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update "See also" list Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Correct conversion documents for each FW Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Refactor TensorFlow converting document and expand Embedding Preprocessing document Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix a link to POT Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Apply suggestions from code review Co-authored-by: Tatiana Savina <tatiana.savina@intel.com> Co-authored-by: Maxim Vafin <maxim.vafin@intel.com> Co-authored-by: Tatiana Savina <tatiana.savina@intel.com> Co-authored-by: Sergey Lyalin <sergey.lyalin@intel.com> |
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OpenVINO™ Toolkit
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
License
OpenVINO™ Toolkit is licensed under Apache License Version 2.0. 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
- Intel® Distribution of OpenVINO™ toolkit Release Notes
Support
Please report questions, issues and suggestions using:
- The
openvinotag on StackOverflow* - GitHub* Issues
- Forum
* Other names and brands may be claimed as the property of others.