Towards Digitisation of Technical Drawings in Architecture: Evaluation of CNN Classification on the Perdaw Dataset.
Alexandru FilipStella GraßhofPublished in: EANN (2024)
Keyphrases
- benchmark datasets
- pattern recognition
- classification scheme
- classification accuracy
- machine learning
- automatic classification
- supervised learning
- classification method
- image classification
- decision trees
- support vector machine
- feature vectors
- classification systems
- model selection
- uci datasets
- pattern classification
- feature selection
- machine learning methods
- convolutional neural network
- object classification
- line drawings
- feature set
- training set
- information retrieval
- classification algorithm
- class labels
- unsupervised learning
- dimensionality reduction
- training dataset
- eeg signals
- fold cross validation
- preprocessing