Towards Fine-grained Sampling for Active Learning in Object Detection.
Sai Vikas DesaiVineeth N. BalasubramanianPublished in: CVPR Workshops (2020)
Keyphrases
- fine grained
- active learning
- object detection
- random sampling
- coarse grained
- sampling strategies
- sample selection
- selective sampling
- access control
- sample size
- sampling methods
- computer vision
- learning algorithm
- training examples
- relevance feedback
- semi supervised
- training set
- machine learning
- imbalanced class distribution
- tightly coupled
- object recognition
- transfer learning
- learning process
- multi class