Training the Haar Cascade Classifier in Sorting Radio-Electronic Components. Automating the Collection of Images for Teaching

摘要

The problem of processing electronic components has been discussed a lot recently, because this is important for the environment and human health. If processors do not recycle some electronic components which are containing mercury, cadmium, chromium properly but simply burn them, then nature and human health will suffer. In the future, incorrect utilization of these components can cause higher health care costs and, as a result, it will affect the economy of countries negatively.This article presents a solution for quickly classifying and sorting electronic components using machine learning. Special attention is paid to increasing the speed of recognition and machine learning. Special attention is also paid to automating the collection of images for training.