Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint.
Jiaxi WuJiaxin ChenDi HuangPublished in: CoRR (2022)
Keyphrases
- active learning
- object detection
- learning strategies
- face detection
- learning algorithm
- random sampling
- supervised learning
- computer vision
- object class
- semi supervised
- training set
- object recognition
- selective sampling
- batch mode
- object categories
- machine learning
- multi class
- imbalanced data classification
- linear constraints
- experimental design
- global constraints
- object classification
- object segmentation
- pedestrian detection
- object detectors
- human detection
- learning environment
- semi supervised learning
- labeled data
- learning process