openvinotoolkit/openvino
🔧 Toolopenvinotoolkit
Open-source toolkit for optimizing and deploying AI inference across Intel hardware.
OpenVINO (Open Visual Inference and Neural Network Optimization) is a comprehensive toolkit for high-performance AI inference. It provides a Model Optimizer to convert and optimize trained models from popular frameworks, and an Inference Engine to run them on Intel hardware. Key features include support for OpenCV, ONNX, TensorFlow, PyTorch, and custom layers; model quantization for reduced precision; and deployment on edge devices. It is extensively used for computer vision, natural language processing, and generative AI applications, including Stable Diffusion and YOLO. The project is actively maintained with over 10,000 GitHub stars and a large community.
💡Highlights
- ├─Optimize models for Intel hardware
- ├─10k+ GitHub stars
- └─Supports ONNX, PyTorch, TensorFlow
🎯For
- ├─AI developers
- ├─edge computing engineers
- └─computer vision researchers