MeanAP-Guided Reinforced Active Learning for Object Detection.
Zhixuan LiangXingyu ZengRui ZhaoPing LuoPublished in: CoRR (2023)
Keyphrases
- active learning
- object detection
- face detection
- object class
- computer vision
- learning strategies
- pedestrian detection
- scene understanding
- multi class
- machine learning
- object classification
- object recognition
- labeled data
- random sampling
- selective sampling
- learning algorithm
- background subtraction
- object categories
- object segmentation
- human detection
- imbalanced data classification
- unlabeled data
- supervised learning
- semi supervised
- scene recognition
- batch mode
- sample selection
- discriminatively trained
- pool based active learning
- information retrieval
- learning process
- multiscale
- feature selection
- active learning strategies
- deformable part models