Evaluating Zero-Cost Active Learning for Object Detection.
Dominik ProbstHasnain RazaErik RodnerPublished in: SEFM Workshops (2022)
Keyphrases
- object detection
- active learning
- active learning strategies
- learning strategies
- scene understanding
- cost sensitive
- multi class
- face detection
- scene recognition
- pedestrian detection
- object recognition
- computer vision
- machine learning
- object class
- object classification
- high cost
- relevance feedback
- semi supervised
- object categories
- total cost
- expected cost
- pool based active learning
- selective sampling
- music emotion classification
- cost sensitive learning
- background subtraction
- learning process
- training set
- learning algorithm