Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data.
Xinlei PanSung-Li ChiangJohn F. CannyPublished in: CoRR (2018)
Keyphrases
- labeled data
- unlabeled data
- semi supervised
- object detectors
- supervised learning
- labeled training data
- semi supervised learning
- labeling effort
- class labels
- active learning
- labeled data for training
- training data
- training examples
- text classification
- data points
- object detection
- labeled instances
- unlabeled instances
- training set
- training samples
- learning algorithm
- object class
- prior knowledge
- object recognition
- information extraction
- multi label
- support vector machine
- weakly supervised
- multi class
- multiscale
- small number