Installing Intel® Distribution of OpenVINO™ Toolkit¶
Intel® Distribution of OpenVINO™ toolkit is a comprehensive toolkit for developing applications and solutions based on deep learning tasks, such as: emulation of human vision, automatic speech recognition, natural language processing, recommendation systems, etc. It provides high-performance and rich deployment options, from edge to cloud. Some of its advantages are:
Enabling CNN-based deep learning inference on the edge.
Supporting various execution modes across Intel® technologies: Intel® CPU, Intel® Integrated Graphics, Intel® Neural Compute Stick 2, and Intel® Vision Accelerator Design with Intel® Movidius™ VPUs.
Speeding time-to-market via an easy-to-use library of computer vision functions and pre-optimized kernels.
Since the 2022.1 release, the OpenVINO installation package has been distributed in two parts: OpenVINO Runtime and OpenVINO Development Tools. See the following instructions to choose your installation process.
Decide What to Install¶
If you have already finished developing your models and converting them to the OpenVINO model format, you can install OpenVINO Runtime to deploy your applications on various devices. OpenVINO Runtime contains a set of libraries for easy inference integration with your products.
If you want to download models from Open Model Zoo, convert your own models to OpenVINO IR, or optimize and tune pre-trained deep learning models, install OpenVINO Development Tools, which provides the following tools:
Post-Training Optimization Tool
Accuracy Checker and Annotation Converter
Model Downloader and other Open Model Zoo tools
Choose Your Installation Method¶
For Python developers, the easiest way is to install OpenVINO Development Tools, which will install both OpenVINO Runtime and OpenVINO Development Tools with a few steps. If you want to install OpenVINO Runtime only, see Install OpenVINO Runtime from PyPI.
For C++ developers, you may choose one of the following installation options for OpenVINO Runtime on your specific operating system:
Linux: You can install OpenVINO Runtime using archive files or Docker. See Install OpenVINO on Linux.
Windows: You can install OpenVINO Runtime using archive files or Docker. See Install OpenVINO on Windows.
macOS: You can install OpenVINO Runtime using archive files or Docker. See Install OpenVINO on macOS.
With the introduction of the 2022.1 release, the OpenVINO Development Tools can be installed only via PyPI. See Install OpenVINO Development Tools for detailed steps.