Fine tuning CNNS with scarce training data - Adapting imagenet to art epoch classification.
Christian HentschelTimur Pratama WiradarmaHarald SackPublished in: ICIP (2016)
Keyphrases
- fine tuning
- training data
- classification accuracy
- decision trees
- classification models
- training set
- class labels
- supervised learning
- viable alternative
- training samples
- classification method
- automatic classification
- pattern classification
- data sets
- image classification
- text classification
- test data
- machine learning
- pattern recognition
- support vector
- fine tuned
- svm classifier
- fine tune
- learning algorithm
- feature extraction
- classification trees
- training dataset
- object classification
- classification scheme
- image collections
- preprocessing
- image content
- support vector machine
- benchmark datasets
- classification algorithm