Smart Augmentation Learning an Optimal Data Augmentation Strategy.
Joseph LemleyShabab BazrafkanPeter CorcoranPublished in: IEEE Access (2017)
Keyphrases
- prior knowledge
- background knowledge
- synthetic data
- data sets
- data sources
- database
- high quality
- data structure
- data collection
- raw data
- training data
- data analysis
- data processing
- online learning
- data quality
- missing data
- knowledge discovery
- data points
- small number
- image data
- unsupervised learning
- training examples
- learning systems
- feature selection
- machine learning
- original data
- databases
- learning models
- inductive inference
- learning mechanism