Prediction of the Facial Growth Direction is Challenging

no code implementations • 28 Sep 2021 • Stanisław Kaźmierczak, Zofia Juszka, Vaska Vandevska-Radunovic, Thomas JJ Maal, Piotr Fudalej, Jacek Mańdziuk

Facial dysmorphology or malocclusion is frequently associated with abnormal growth of the face.

Attribute Data Augmentation +1

Prediction of the facial growth direction with Machine Learning methods

no code implementations • 19 Jun 2021 • Stanisław Kaźmierczak, Zofia Juszka, Piotr Fudalej, Jacek Mańdziuk

First attempts of prediction of the facial growth (FG) direction were made over half of a century ago.

BIG-bench Machine Learning

A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise

no code implementations • 19 Apr 2020 • Stanisław Kaźmierczak, Jacek Mańdziuk

Basing on the MNIST, CIFAR-10 and CIFAR-100 datasets, we experimentally proved that the difference by which committees beat single models increases along with noise level, no matter it is an attribute or label disruption.

Attribute Image Classification