Name: Vikram Singh
MatrikelNummer: 7023552
Email: visi00003@stud.uni-saarland.de
Name: Zeba Karin Ahmad
MatrikelNummer: 7023017
Email: zeah00001@stud.uni-saarland.de
In this project, we address the computer vision task of image classification using semi-supervised learning (SSL) techniques. In the first and second tasks, we train a WideResNet using the two popular SSL algorithms, namely Pseudo-Labeling and Virtual Adversarial Training (VAT) on CIFAR-10 and CIFAR-100 datasets. For the third task, we try to improve upon the existing SSL technique Pseudo-Labeling by adding a Siamese Network based on a triplet loss on top of it for both CIFAR-10 and CIFAR-100 datasets.
Downloadable link: https://drive.google.com/file/d/1ex38OubZWHm92IKuDE-DVeC5b73p94th/view?usp=sharing
md5sum: bb3615ef2df2e6bcb6cb13c6609705b3 VikramSingh_7023552_ZebaKarinAhmad_7023017_with_models.zip