OpenVINO, short for Open Visual Inference and Neural Network Optimization, is Intel's toolkit designed to fast-track the development and deployment of high-performance computer vision and deep learning solutions. It optimizes neural network inference across a variety of Intel hardware, including CPUs, integrated GPUs, FPGAs, and VPUs. With its comprehensive set of pre-trained models, inference engine, and optimized libraries, OpenVINO enables developers to efficiently deploy deep learning models in real-world applications with reduced latency and power consumption.
In the realm of Machine Learning Tools, OpenVINO falls under the category of deep learning optimization frameworks. It focuses specifically on leveraging Intel's hardware capabilities to accelerate computer vision tasks and neural network inference. By providing developers with tools to optimize and deploy models efficiently across Intel's diverse hardware portfolio, OpenVINO streamlines the process of harnessing the power of deep learning in various applications, such as surveillance, healthcare, automotive, and retail.
OpenVINO was founded by Intel Corporation and released in 2017 with the goal of democratizing and accelerating the adoption of deep learning for edge computing. Intel recognized the growing demand for efficient neural network inference solutions at the edge, where traditional cloud-based approaches were impractical due to latency and bandwidth constraints. By introducing OpenVINO, Intel aimed to empower developers and businesses to unlock the potential of computer vision and deep learning in edge devices, enabling a new wave of smart and connected applications.
Currently, OpenVINO holds a significant market share within the realm of deep learning optimization frameworks, particularly in the domain of edge computing and computer vision applications. As the demand for AI-powered solutions at the edge continues to rise across industries, OpenVINO is well-positioned to see further growth in its market share. With ongoing advancements in edge computing technologies and the increasing complexity of computer vision applications, OpenVINO is poised to play a crucial role in driving innovation and efficiency in the development of intelligent edge devices.
