Learning Data Augmentation Strategies for Object Detection.
Barret ZophEkin D. CubukGolnaz GhiasiTsung-Yi LinJonathon ShlensQuoc V. LePublished in: CoRR (2019)
Keyphrases
- data collection
- object detection
- data sets
- learning algorithm
- raw data
- data sources
- data analysis
- background knowledge
- synthetic data
- prior knowledge
- computer systems
- learning tasks
- spatial data
- labeled data
- input data
- active learning
- learning process
- data structure
- hidden variables
- probability distribution
- learning models
- object categories
- data quality
- noisy data
- feature selection
- human experts
- bayesian networks
- data distribution
- reinforcement learning
- object recognition
- face detection
- high dimensional data
- training examples
- statistical analysis
- database
- data processing