Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection.
Tobias RiedlingerMarius SchubertKarsten KahlHanno GottschalkMatthias RottmannPublished in: CoRR (2022)
Keyphrases
- rapid prototyping
- active learning
- object detection
- development environment
- training examples
- agent oriented programming
- selective sampling
- face detection
- experimental design
- computer vision
- object categories
- machine learning
- labeled data
- pedestrian detection
- learning algorithm
- semi supervised
- multi class
- learning process
- active learning strategies
- simulation platform
- supervised learning
- random sampling
- object recognition
- database systems
- management system
- training set
- case study
- database