Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy.
Florian ScheideggerRoxana IstrateGiovanni MarianiLuca BeniniCostas BekasA. Cristiano I. MalossiPublished in: Vis. Comput. (2021)
Keyphrases
- deep learning
- image dataset
- classification accuracy
- automatic classification
- unsupervised learning
- machine learning
- pattern recognition
- feature selection
- feature space
- support vector machine
- decision trees
- training data
- support vector
- feature vectors
- text classification
- image collections
- probabilistic model
- feature extraction
- image classification
- supervised learning
- image segmentation
- data mining