How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models?
Agathe BalaynNatasa RikaloChristoph LofiJie YangAlessandro BozzonPublished in: CHI (2022)
Keyphrases
- computer vision
- statistical models
- predictive power
- pattern recognition
- machine learning methods
- object recognition
- prior knowledge
- software engineering
- open source
- qualitative and quantitative
- machine learning algorithms
- statistical methods
- benchmark datasets
- computer vision algorithms
- predictive model
- learning models
- statistical model
- computer graphics
- software systems
- face detection
- end users
- hidden markov models
- website
- image processing