A Practical Evaluation of Active Learning Approaches for Object Detection.
Jan SchneegansMaarten BieshaarBernhard SickPublished in: IAL@PKDD/ECML (2022)
Keyphrases
- active learning
- object detection
- semi supervised
- strengths and weaknesses
- evaluation framework
- relevance feedback
- real world
- action recognition
- imbalanced data classification
- evaluation process
- object classification
- evaluation criteria
- evaluation method
- machine learning methods
- labeled data
- computer vision
- machine learning