Informativeness-guided active learning for deep learning-based façade defects detection.
Jingjing GuoQian WangShu SuYiting LiPublished in: Comput. Aided Civ. Infrastructure Eng. (2023)
Keyphrases
- deep learning
- active learning
- unsupervised learning
- machine learning
- unsupervised feature learning
- semi supervised
- mental models
- data sets
- supervised learning
- learning process
- training examples
- deep architectures
- multiscale
- maximum likelihood
- computer vision
- learning strategies
- information retrieval
- restricted boltzmann machine