Toward Realistic Evaluation of Deep Active Learning Algorithms in Image Classification.
Carsten T. LüthTill J. BungertLukas KleinPaul F. JaegerPublished in: CoRR (2023)
Keyphrases
- image classification
- learning algorithm
- bag of words
- deep architectures
- feature extraction
- labeled data
- active learning
- evaluation model
- evaluation criteria
- neural network
- evaluation method
- machine learning
- machine learning algorithms
- real world
- class specific
- evaluation methods
- learning rate
- evaluation measures
- visual words
- image processing
- training examples
- image representation
- visual features
- genetic algorithm
- image features
- real life
- training data