Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models.
Gregory PlumbNari JohnsonÁngel Alexander CabreraAmeet TalwalkarPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- classification models
- input image
- image data
- single image
- multiscale
- image features
- image analysis
- image representation
- decision trees
- image content
- image retrieval
- image classification
- artificial neural networks
- training data
- image segmentation
- data mining
- image regions
- learning models
- feature set
- edge detection
- similarity measure
- high resolution
- pattern recognition
- feature selection
- data sets