Projects

Deep Learning Code. A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation to your deep learning project.

Deep Learning Book. Published by Editora Dialética.

Deep Learning Masters Dissertation. Center of Informatics (CIn), Federal University of Pernambuco (UFPE).

Deep Learning Code. A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support to your deep learning model.

Deep Learning Code. A project to build a feature extractor based on Tensorflow and Scikit-learn created to improve the accuracy of SVM to classify MNIST dataset fast and with more accuracy.

Deep Learning Code. A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances.

Deep Learning PhD Thesis. Center of Informatics (CIn), Federal University of Pernambuco (UFPE).

International Joint Conference on Neural Networks 2020.

International Joint Conference on Neural Networks 2019.

International Joint Conference on Neural Networks 2020.