Diogo Nunes Gonçalves | DeepAI

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Featured Co-authors

Jonathan Li
38 publications
Zhipeng Luo
27 publications
Wesley Nunes Gonçalves
13 publications
Keiller Nogueira
11 publications
José Marcato Junior
9 publications
Lucas Prado Osco
7 publications
Ana Paula Marques Ramos
6 publications
Lingfei Ma
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Hemerson Pistori
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Jonathan de Andrade Silva
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Mauro dos Santos de Arruda
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∙ 05/04/2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture

Multi-task learning has proven to be effective in improving the performa...

0 Diogo Nunes Gonçalves, et al. ∙

∙ 02/08/2021

Semantic Segmentation with Labeling Uncertainty and Class Imbalance

Recently, methods based on Convolutional Neural Networks (CNN) achieved ...

11 Patrik Olã Bressan, et al. ∙

∙ 02/08/2021

Counting and Locating High-Density Objects Using Convolutional Neural Network

This paper presents a Convolutional Neural Network (CNN) approach for co...

17 Mauro dos Santos de Arruda, et al. ∙

∙ 02/05/2021

A Deep Learning Approach Based on Graphs to Detect Plantation Lines

Deep learning-based networks are among the most prominent methods to lea...

4 Diogo Nunes Gonçalves, et al. ∙

∙ 12/31/2020

A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery

In this paper, we propose a novel deep learning method based on a Convol...

4 Lucas Prado Osco, et al. ∙

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