An Empirical Study of Automated Mislabel Detection in Real World Vision Datasets.
Maya SrikanthJeremy IrvinBrian Wesley HillFelipe GodoyIshan SabaneAndrew Y. NgPublished in: CoRR (2023)
Keyphrases
- real world
- data sets
- vision system
- synthetic datasets
- detection accuracy
- automated analysis
- automated detection
- computer vision
- automatic detection
- object detection
- detection algorithm
- false alarms
- detection method
- synthetic data
- wide range
- false positives
- detection rate
- detection scheme
- web services
- semi automated
- uci machine learning repository
- database
- real time
- experimental results on real world
- fully automated
- raw data
- benchmark datasets
- image processing
- machine learning
- neural network