RobustCheck: A Python package for black-box robustness assessment of image classifiers.
Andrei IlieAlin StefanescuPublished in: SoftwareX (2024)
Keyphrases
- black box
- image features
- image data
- image content
- input image
- image segmentation
- image analysis
- edge detection
- single image
- multiscale
- black boxes
- image retrieval
- open source
- support vector
- image representation
- white box
- integration testing
- hybrid systems
- machine learning algorithms
- test images
- image classification
- test set
- programming language
- high resolution
- segmentation method
- segmentation algorithm
- meta learning
- relational databases
- training data