Pattern Recognition

Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations

Investigation on the use of deep semi-supervised neural models to extract dense features in complex & ambiguous images spanning across 27 unique artistic styles. Self-supervision enforced to resolve class imbalance of WikiArt dataset