Edge Insights for Industrial
Integrate video and time-series data analytics on edge compute nodes for industrial use cases using prevalidated software components.
Overview
Software Architecture
Featured Components
Intel® Distribution of OpenVINO™ Toolkit
Develop and optimize AI and computer vision applications. The Intel® Distribution of OpenVINO™ toolkit maximizes performance and extends workloads across Intel® hardware, including accelerators.
Data Security Framework
Prevent unauthorized data access with a two-stage process that relies on hardware-based security standards to protect certificates and configuration secrets.
Requires Ubuntu* Linux*
Recommended for Intel® Xeon® processors and 6th to 8th generation Intel® Core™ processors. Supports hardware acceleration on a CPU, iGPU, VPU, and the Intel® Neural Compute Stick 2.
Use Cases and Reference Implementations
Applied Filters
Universal Wellpad Controller
Last Updated: 09/14/2021
Use an open application reference middleware to accelerate software modernization strategies for Process Control and Process Optimization in the upstream oil and gas industry.
Weld Porosity Detection
Last Updated: 07/19/2021
Use deep learning-based computer vision algorithms optimized by the Intel® Distribution of OpenVINO™ toolkit to detect porosity defects during industrial welding applications.
Rotor Bearing Defect Detector
Last Updated: 05/20/2021
Predict performance issues with manufacturing equipment. Perform local and cloud analytics on any issues found and predict when failures might arise.
Industrial Surface Defect Detection
Last Updated: 05/19/2021
Use a segmentation model and computer vision algorithms optimized by the Intel® Distribution of OpenVINO™ toolkit to segment defects on a surface, improving quality assurance accuracy.
Industrial Text Line Recognition
Last Updated: 05/14/2021
Use deep learning-based computer vision algorithms optimized by the Intel® Distribution of OpenVINO™ toolkit to detect and recognize characters of printed text lines in an industrial scenario.
Textile Defect Classifier
Last Updated: 04/07/2021
Use classification models and computer vision algorithms, optimized by Intel® Distribution of OpenVINO™ toolkit, to identify defects in a textile manufacturing or printing facility.
Industrial Cloud to Edge AI
Last Updated: 02/23/2021
Leverage Microsoft Azure* Machine Learning to continuously retrain and improve accuracy or increase capabilities of edge inferencing models.
Documentation
Understand the components, services, architecture, and data flow in Edge Insights for Industrial.
Access instructions for installing the software and validating the installation.
Follow step-by-step examples to become familiar with the core functionality of the software.