AI Inference and Deployment Toolkit
10.1k 2026-04-28
openvinotoolkit/openvino
OpenVINO is an open-source toolkit designed to optimize and deploy deep learning models for efficient AI inference across a wide range of hardware platforms.
Core Features
Boosts deep learning performance for computer vision, NLP, and generative AI tasks.
Supports models from popular frameworks like PyTorch, TensorFlow, ONNX, and Hugging Face.
Enables efficient deployment on diverse hardware including CPUs, Intel GPUs, and NPUs.
Provides tools for model conversion and deployment without original frameworks.
Quick Start
pip install -U openvinoDetailed Introduction
OpenVINO™ is a comprehensive open-source software toolkit developed by Intel, focused on accelerating deep learning inference. It empowers developers to optimize models trained with popular frameworks such as PyTorch and TensorFlow, and deploy them efficiently across various hardware, from edge devices to cloud infrastructure. By providing tools for model conversion, optimization, and runtime, OpenVINO significantly reduces resource demands and enhances performance for AI applications in computer vision, natural language processing, and generative AI.