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Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Graduated in Computer Science from UFMA (Federal University of Maranhão) (2018). Master's student at UNICAMP (State University of Campinas). Has experience in Computer Science, with emphasis on Machine Learning, Deep Learning, and Computer Vision. He currently works as a professor at FIAP (Faculdade de Informática e Administração Paulista) teaching Machine Learning and Deep Learning courses. (Source: Lattes Curriculum)
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Semantic segmentation is one of the great open-ended problems in computer vision. This problem consists in classifying each pixel present in an image, delimiting an object. Convolutional neural networks have been shown to be efficient in detecting, identifying and segmenting objects in images. However, during the segmentation process, some problems arise, such as loss of spatial informati…
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