Plug and Play Active Learning for Object Detection.
Chenhongyi YangLichao HuangElliot J. CrowleyPublished in: CoRR (2022)
Keyphrases
- object detection
- active learning
- computer vision
- object categories
- learning strategies
- background subtraction
- object class
- object recognition
- scene understanding
- semi supervised
- face detection
- supervised learning
- pedestrian detection
- human detection
- training examples
- training set
- experimental design
- scene recognition
- machine learning
- selective sampling
- image parsing
- deformable part models
- pool based active learning
- imbalanced data classification
- relevance feedback
- multi class
- random sampling
- object classification
- cost sensitive
- transfer learning
- game playing
- unlabeled data
- labeled data
- learning process
- learning algorithm
- neural network