Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks.
Eyad ElyanCarlos Francisco Moreno-GarcíaPamela JohnstonPublished in: EANN (2020)
Keyphrases
- engineering drawings
- convolutional neural networks
- imbalanced datasets
- hand drawn
- spatial data structures
- learning from imbalanced data
- cost sensitive learning
- class distribution
- rare class
- decision trees
- class imbalance
- training dataset
- sampling methods
- imbalanced data
- feature selection algorithms
- ensemble methods
- cad model
- support vector machine
- line drawings
- cost sensitive
- data structure
- machine learning