Classification of Real and Deepfakes Visual Samples with Pre-trained Deep Learning Models.
Marriam NawazAli JavedTahira NazirMuhammad Attique KhanVenkatesan RajinikanthSeifedine Nimer KadryPublished in: ICACDS (2023)
Keyphrases
- learning models
- classification models
- pre trained
- machine learning
- machine learning algorithms
- classification accuracy
- training samples
- learning algorithm
- pattern recognition
- supervised learning
- learning tasks
- class labels
- training examples
- image classification
- svm classifier
- loss function
- conditional random fields
- feature space
- data sets
- feature selection
- decision trees
- semi supervised learning
- text classification
- support vector machine
- support vector
- feature extraction