2023-04-242023-04-242023-04-242023-03-24Ramos, Arthur Cabral. Sistema de detecção de capacete baseado em inteligência artificial. Manaus. 2023. 60 f. Monografia. (Graduação em Engenharia de Controle e Automação) - Instituto Federal de Educação, Ciência e Tecnologia do Amazonas, Campus Manaus Distrito Industrial, Manaus, 2023.http://repositorio.ifam.edu.br/jspui/handle/4321/1156This work aims to develop a system based on machine learning that controls access to areas where the use of helmets as personal protective equipment is mandatory. The project was developed is three main stages: data selection, training and testing. The project used low-cost hardware and free software. The developed system used Python as a programming language in all stages and TensorFlow as the main tool. The operation occurs through a code written in Python that evaluates whether the use of the helmet is being carried out, if the answer is positive, it triggers a device that grants access, in the project the device is represented by an LED.Acesso AbertoAprendizado de máquinaInteligência artificialTensorFlowCNPQ::ENGENHARIASTrabalho de Conclusão de Curso