On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data.
Biying FuMarcel KlemtFadi BoutrosNaser DamerPublished in: IWBF (2023)
Keyphrases
- training data
- data sets
- raw data
- data quality
- database
- high quality
- data analysis
- data collection
- training dataset
- original data
- data processing
- image data
- prior knowledge
- high dimensional data
- databases
- data structure
- test data
- missing data
- probability distribution
- computer systems
- data mining techniques
- supervised learning
- statistical analysis
- training examples
- data sources
- experimental data
- data distribution
- input data
- database systems
- noisy data
- machine learning