Consensus and Subjectivity of Skin Tone Annotation for ML Fairness.
Candice SchumannFemi OlanubiAuriel WrightEllis Monk Jr.Courtney HeldrethSusanna RiccoPublished in: NeurIPS (2023)
Keyphrases
- maximum likelihood
- semantic annotation
- image annotation
- metadata
- active learning
- automatic annotation
- resource allocation
- skin detection
- annotation tool
- human skin
- em algorithm
- video annotation
- skin color
- game theory
- human perception
- display devices
- skin surface
- data sets
- color information
- medical images
- information retrieval
- neural network