Evaluating Zero-cost Active Learning for Object Detection.
Dominik ProbstHasnain RazaErik RodnerPublished in: CoRR (2022)
Keyphrases
- active learning
- object detection
- active learning strategies
- cost sensitive
- computer vision
- cost sensitive learning
- face detection
- object categories
- selective sampling
- multi class
- learning strategies
- object classification
- object recognition
- genetic algorithm
- random sampling
- object class
- batch mode
- background subtraction
- scene understanding
- total cost
- training examples
- semi supervised
- machine learning
- data sets
- scene recognition
- training data
- expected loss