Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection.
Luca BondiEdoardo Daniele CannasPaolo BestaginiStefano TubaroPublished in: WIFS (2020)
Keyphrases
- data sets
- data analysis
- data collection
- raw data
- high quality
- database
- image data
- real time
- small number
- synthetic data
- input data
- data sources
- training data
- data points
- high dimensional
- object detection
- training set
- video sequences
- computer systems
- anomaly detection
- training examples
- missing data
- sensor data
- multimedia
- data quality
- labelled data