Detecção automática de defeitos em manufaturas utilizando redes convolucionais

Abstract

In this work, a detection model is built using the You Only Look Once, YOLO algorithm using the google colab platform. Detection models are used in several areas of knowledge. A review of the theory of concepts involving computer vision and an explanation of the operation of the YOLO algorithm was carried out. Characteristics of the google colab platform are also elicited, making it attractive as an infrastructure for training detection models. The model created uses techniques similar to those used in works in the area that seek solutions to detect defects. techniques identical to those used in works in the area that seek solutions to detect defects.