ListarTCC por tema "Inteligência artificial"

Mostrando ítems 1-5 de 5

    • Classificação de imagens de satélite com redes neurais convolucionais 

      Magiri, Danilo Sampaio (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 06/04/2023)
      Satellite images are used in several areas, such as agribusiness, urban planning, environmental monitoring, among others. These images have a large and complex amount of data and the application of Machine Learning techniques ...

    • Aplicação de redes neurais para previsão de demanda de energia elétrica 

      Café, Douglas dos Santos (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 05/04/2023)
      In the early 2000s, the Brazilian electrical system was less developed than it is today and depended much more on hydroelectric generation, as 80% came from it. A study conducted by the Ministry of Mines and Energy revealed ...

    • Classificação de placas de trânsito com redes neurais para automação de veículos 

      Bademian, Gustavo Bulka Bonafé (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 09/03/2022)
      This article aims to develop a study on the functioning of Convolutional Neural Networks in the classification of traffic signs for use in autonomous cars, thus being able to be used as a tool to aid the vehicle in the ...

    • Geração de chave na camada física para sistemas FDD baseado em aprendizagem profunda 

      Silva, Gustavo Marques da (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 28/08/2023)
      The advancement of telecommunications and the transition to the next generation of networks (6G) opens new challenges and opportunities. Security at the physical layer (PLS, Physical Layer Security) is crucial to ensure ...

    • Reconhecimento facial: um estudo comparativo sobre métodos cruzados de PCA e LDA 

      Moreira, Gabriel Renato (Universidade Federal de São Carlos, UFSCar, , Câmpus São Carlos, 25/11/2021)
      This work presents a comparative study for tools commonly utilized in facial recognition (PCA and LDA). These tools can be used separately or in association to improve the precison in the recognition.They use libraries ...