Synthetic data augmentation for surface defect detection and classification using deep learning.
Saksham JainGautam SethArpit ParuthiUmang SoniGirish KumarPublished in: J. Intell. Manuf. (2022)
Keyphrases
- synthetic data
- deep learning
- defect detection
- unsupervised learning
- real world
- feature extraction
- restricted boltzmann machine
- data sets
- machine learning
- real image data
- feature vectors
- pattern recognition
- unsupervised feature learning
- textured surfaces
- text classification
- image classification
- text mining
- supervised learning
- training set
- decision trees
- model selection
- mental models
- training data
- database