Computer vision system for digitization and alarm of industrial equipment gauges

摘要

Problem to be solved: to provide an apparatus and method for a gauge monitoring computer vision system.A system for analog gauge monitoring is based on synthetic training data generated based on one or several images of a gauge to be monitored We use a machine learning model for computer vision trained using geometric models describing gauge scales and indicators.In some embodiments, synthetic training data is implemented as a neural network of hostile generation network (GAN) types A given gauge is added to an image of a given gauge or removed, while the gauge surface is maintained using the image model trained to correct the image of the given gauge.Diagram