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Elina Oikonomou's Projects

ann-report icon ann-report

This is my final report for the course of Artificial Neural Networks and Deep Learning course from Masters of Artificial Intelligence, KU Leuven.

learning-and-crafting-features-on-face-images icon learning-and-crafting-features-on-face-images

Design and classification and identification system with 3 types of facial features (HOG features, PCA features, Transfer Learning from VGGFace model), for 4 persons from the VGG Face Dataset.

multilabel-image-classification icon multilabel-image-classification

Multilabel object classification on the PASCAL VOC-2009 dataset, with 20 different classes. I built and trained a CNN model from scratch, performed hyper-parameter tuning, applied transfer learning and introduced adversarial noise to "break" the classifier.

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