Trending Machine Learning Methods for Vehicle, Pedestrian, and Traffic for Detection and Tracking Task in the Post-Covid Era: A Literature Review by Joao Vitor de Andrade Porto, Peter Tamas Szemes, Hemerson Pistori, Jozsef Menyhart

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A New Siamese Network Loss for Cattle Facial Recognition in a Few-Shot Learning Scenario by João Porto, Gabriel Higa, Vanessa Weber, Fabrício Weber, Newton Loebens, Pietro Claure, Leonardo de Almeida, Karla Porto, Hemerson Pistori

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Mapping stains on flat roofs using semantic segmentation based on deep learning by Lara Monalisa Alves dos Santos, Leonardo Rabero Lescano, Gabriel Toshio Hirokawa Higa, Vanda Alice Garcia Zanoni, Lenildo Santos da Silva, Cesar Ivan Alvarez, Hemerson Pistori

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Bulldogs stenosis degree classification using synthetic images created by generative artificial intelligence by Gustavo da Silva Andrade, Gabriel Toshio Hirokawa Higa, Jarbas Felipe da Silva Ribeiro, Joyce Katiuccia Medeiros Ramos Carvalho, Wesley Nunes Gonçalves, Marco Hiroshi Naka, Hemerson Pistori

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Assessment of UAV-Based Deep Learning for Corn Crop Analysis in Midwest Brazil by José Augusto Correa Martins, Alberto Yoshiriki Hisano Higuti, Aiesca Oliveira Pellegrin, Raquel Soares Juliano, Adriana Mello de Araújo, Luiz Alberto Pellegrin, Veraldo Liesenberg, Ana Paula Marques Ramos, Wesley Nunes Gonçalves, Diego André Sant’Ana, Hemerson Pistori, José Marcato Junior

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Recognizing and counting Dendrocephalus brasiliensis (Crustacea: Anostraca) cysts using deep learning. by Angelica Christina Melo Nunes Astolfi, Gilberto Astolfi, Maria Gabriela Alves Ferreira, Thaynara D'avalo Centurião, Leyzinara Zenteno Clemente, Bruno Leonardo Marques Castro de Oliveira, João Vitor de Andrade Porto, Kennedy Francis Roche, Edson Takashi Matsubara, Hemerson Pistori, Mayara Pereira Soares, William Marcos da Silva

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