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openvinotoolkit/openvino

OpenVINO is an open-source toolkit designed to optimize and deploy deep learning models for efficient AI inference across diverse hardware platforms, from edge to cloud.

Core Features

Boosts deep learning inference performance across various AI tasks including computer vision, NLP, and generative AI.

Supports models from popular frameworks like PyTorch, TensorFlow, ONNX, and integrates with Hugging Face.

Ensures broad compatibility, enabling efficient deployment on CPUs, Intel GPUs, and AI accelerators.

Facilitates model conversion and deployment without requiring the original training frameworks.

Quick Start

pip install -U openvino

Detailed Introduction

OpenVINO™ is a comprehensive open-source software toolkit developed by Intel, empowering developers to optimize and deploy deep learning models with high performance. It addresses the critical need for efficient AI inference by providing tools to convert, optimize, and run models trained with popular frameworks like PyTorch and TensorFlow on a wide range of hardware, including CPUs, GPUs, and specialized AI accelerators. This flexibility and optimization capability make it ideal for deploying AI solutions from edge devices to cloud environments, significantly reducing resource demands and accelerating AI application development.