Towards Personalised Training of Machine Learning Algorithms for Food Image Classification Using a Smartphone Camera.
Patrick McAllisterHuiru ZhengRaymond R. BondAnne MoorheadPublished in: UCAmI (1) (2016)
Keyphrases
- machine learning algorithms
- image classification
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- learning problems
- predictive accuracy
- machine learning approaches
- random forests
- input features
- machine learning systems
- training set
- mobile devices
- machine learning models
- field of view
- feature extraction
- training examples
- image representation
- supervised learning
- training and test data
- multiclass classification
- machine learning and data mining algorithms
- learning models
- camera calibration
- image features
- context aware
- general purpose
- training data
- feature selection
- statistical machine learning
- standard machine learning algorithms
- data mining