Deep Learning, Artificial Intelligence, Convolutional Network, Semi Supervised Learning, Image Classification.
transformed versions of each unlabeled sample are generated. When 10% of training data is used as labeled set, the network converges in 20 epochs instead of standard 90 epochs of AlexNet model. Even for a large dataset with many categories, the proposed unsupervised loss function improves the