Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development.
Morgan Klaus ScheuermanEmily DentonAlex HannaPublished in: CoRR (2021)
Keyphrases
- computer vision
- benchmark datasets
- object recognition
- high dimensional datasets
- development process
- synthetic datasets
- pattern recognition
- uci datasets
- pascal voc
- training dataset
- computer graphics
- massive datasets
- image processing
- class imbalanced data
- object detection
- image sequences
- database
- case study
- outlier detection
- image understanding
- computer vision algorithms
- historical perspective
- action recognition
- structure from motion
- decision support
- signal processing
- video sequences
- information systems
- machine learning