Data Models for Dataset Drift Controls in Machine Learning With Images.
Luis OalaMarco AversaGabriel NobisKurt WillisYoan NeuenschwanderMichèle BuckChristian MatekJérôme ExtermannEnrico PomaricoWojciech SamekRoderick Murray-SmithChristoph ClausenBruno SanguinettiPublished in: CoRR (2022)
Keyphrases
- machine learning
- image analysis
- input image
- databases
- three dimensional
- image database
- image data
- image set
- image features
- ground truth
- database
- image retrieval
- object recognition
- data model
- image dataset
- multiple images
- image classification
- data mining
- test images
- image matching
- edge detection
- computer vision
- database design
- image registration
- machine learning methods
- decision trees
- lighting conditions
- support vector machine
- pattern recognition
- learning algorithm
- visual features
- segmentation method
- query language
- street view