Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities.
Xin DuBénédicte LegasteloisBhargavi GaneshAjitha RajanHana ChocklerVaishak BelleStuart AndersonSubramanian RamamoorthyPublished in: CoRR (2022)
Keyphrases
- statistical model
- probabilistic model
- error analysis
- image classification
- surface model
- computational models
- classification models
- random fields
- parameter estimation
- autoregressive
- input image
- single image
- prior knowledge
- experimental data
- bayesian framework
- probability distribution
- high resolution
- similarity measure
- object models
- reconstruction method
- high level