Documenting Computer Vision Datasets: An Invitation to Reflexive Data Practices.
Milagros MiceliTianling YangLaurens NaudtsMartin SchuesslerDiana SerbanescuAlex HannaPublished in: FAccT (2021)
Keyphrases
- computer vision
- data sets
- raw data
- database
- original data
- data analysis
- data collection
- statistical analysis
- training data
- prior knowledge
- experimental data
- spatial data
- data processing
- synthetic data
- complex data
- data mining algorithms
- data mining techniques
- small number
- knowledge discovery
- decision trees
- high dimensional data
- missing data
- data distribution
- test data
- missing values
- network structure
- data structure
- case study
- image understanding
- data mining tasks
- training dataset
- high dimensional datasets