Identifying Label Errors in Object Detection Datasets by Loss Inspection.
Marius SchubertTobias RiedlingerKarsten KahlDaniel KröllSebastian SchoenenSinisa SegvicMatthias RottmannPublished in: CoRR (2023)
Keyphrases
- object detection
- pascal voc
- image parsing
- face detection
- error propagation
- multi class
- object class
- data corruption
- label noise
- video sequences
- computer vision
- human detection
- object classification
- data sets
- pedestrian detection
- quality control
- object categories
- background subtraction
- training dataset
- multi label
- benchmark datasets
- active learning
- object recognition
- feature selection