Use of machine learning techniques for classification of thermographic images
Yavor Lozanov, Svetlana Tzvetkova, Angel Petleshkov
Abstract
The possibilities for using machine learning techniques in the classification of thermographic images for the purposes of technical diagnostics are examined in the paper. A program for extracting the statistical characteristics of thermographic images has been developed. A machine learning model for classification of thermographic images of induction motors has been trained and tested.
Topics & Concepts
Artificial intelligenceComputer scienceMachine learningThermographyContextual image classificationPattern recognition (psychology)Computer visionImage (mathematics)InfraredPhysicsOpticsEngineering Diagnostics and ReliabilityIndustrial Engineering and TechnologiesElectric Power Systems and Control