Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection.
Tobias RiedlingerMarius SchubertKarsten KahlHanno GottschalkMatthias RottmannPublished in: VISIGRAPP (2): VISAPP (2024)
Keyphrases
- rapid prototyping
- object detection
- active learning
- semi supervised
- object categories
- development environment
- agent oriented programming
- training examples
- computer vision
- random sampling
- pedestrian detection
- active learning strategies
- face detection
- machine learning
- simulation platform
- multi class
- learning process
- code generation
- selective sampling
- supervised learning
- experimental design
- training set
- labeled data
- object recognition
- programming language
- case study
- data mining