rafaelvareto
AI/ML Researcher at Samsung | PhD Student at UFMG | Machine Learning, Computer Vision and Data Science
Universidade Federal de Minas GeraisCampinas, SP - Brazil
Pinned Repositories
distance-transform-loss
This repository discloses a new cost function entitled Distance Transform Loss (DTL) that punishes deep networks when class boundaries are misclassified in exchange for more accurate contour delineations, an important aspect in the geological field.
HPLS-HFCN-openset
Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)
HPLS-verification
Paper: Face Verification based on Relational Disparity Features and Partial Least Squares Models (SIBGRAPI'17)
maximal-entropy-loss
OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.
Spoofing-CIARP19
Paper: Face Spoofing Detection on Low-Power Devices using Embeddings with Spatial and Frequency-based Descriptors (CIARP'19)
rafaelvareto's Repositories
rafaelvareto/HPLS-HFCN-openset
Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)
rafaelvareto/Spoofing-CIARP19
Paper: Face Spoofing Detection on Low-Power Devices using Embeddings with Spatial and Frequency-based Descriptors (CIARP'19)
rafaelvareto/maximal-entropy-loss
OpenLoss: This repository discloses cost functions designed for open-set classification tasks, namely, Entropic Open-set, ObjectoSphere and Maximal-Entropy Loss.
rafaelvareto/distance-transform-loss
This repository discloses a new cost function entitled Distance Transform Loss (DTL) that punishes deep networks when class boundaries are misclassified in exchange for more accurate contour delineations, an important aspect in the geological field.
rafaelvareto/checkpoints
Repository storing network checkpoints/weights for Face Recognition.
rafaelvareto/Databases
Datasets for Face Recognition
rafaelvareto/getpubfig
Quick hack to download and verify pubfig face recognition dataset
rafaelvareto/HPLS-verification
Paper: Face Verification based on Relational Disparity Features and Partial Least Squares Models (SIBGRAPI'17)
rafaelvareto/ppgccufmg-2
Uma classe LaTeX para dissertações, teses e propostas do Programa de Pós-Graduação em Ciência da Computação (PPGCC) da Universidade Federal de Minas Gerais (UFMG).
rafaelvareto/SSAT
SSAT is presently an in-progress project of a free and interactive annotation tool for the computer vision community, it eases the way researchers can annotate data from massive video datasets.