How hard are computer vision datasets? Calibrating dataset difficulty to viewing time.
David MayoJesse CummingsXinyu LinDan GutfreundBoris KatzAndrei BarbuPublished in: NeurIPS (2023)
Keyphrases
- computer vision
- benchmark datasets
- synthetic datasets
- pascal voc
- training dataset
- object detection
- high dimensional datasets
- object recognition
- image understanding
- image processing
- pattern recognition
- uci datasets
- database
- computer graphics
- massive datasets
- artificial and real world datasets
- camera calibration
- optical flow
- image dataset
- class imbalanced data
- image segmentation
- vision system
- computer vision algorithms
- microarray datasets
- uci machine learning repository
- image sequences
- million images
- motion estimation
- d objects
- image analysis
- real life
- weakly labeled
- standard learning algorithms
- machine learning