no code implementations • 15 Jun 2021 • Luis Felipe Henriques, Sérgio Colcher, Ruy Luiz Milidiú, André Bulcão, Pablo Barros
Our method uses deep learning models to generate pairs of seismic image patches and their respective salt masks for the Data Augmentation.
no code implementations • 7 May 2020 • Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú, Bruno Pereira Dias, André Bulcão
Herein, we describe the following: (1) the construction of a real-world dataset of seismic noise localization based on 6, 500 seismograms; (2) a multi-scale feature-fusion-based detector that uses the MobileNet combined with the Feature Pyramid Net as the backbone; and (3) the Single Shot multi-box detector for box classification/regression.
no code implementations • 3 Dec 2019 • Eduardo Betine Bucker, Antonio José Grandson Busson, Ruy Luiz Milidiú, Sérgio Colcher, Bruno Pereira Dias, André Bulcão
Deep Learning-based models such as Convolutional Neural Networks, have led to significant advancements in several areas of computing applications.