A Collaborative Training Using Crowdsourcing and Neural Networks on Small and Difficult Image Classification Datasets.
Tomoumi TakasePublished in: SN Comput. Sci. (2022)
Keyphrases
- image classification
- neural network
- training process
- labeled data for training
- training algorithm
- feedforward neural networks
- feed forward neural networks
- amazon mechanical turk
- pattern recognition
- bag of words
- training dataset
- neural network training
- training set
- classifier training
- back propagation
- artificial neural networks
- multi layer perceptron
- small number
- backpropagation algorithm
- multi layer
- data sets
- training and testing data
- training examples
- collaborative learning
- test set
- benchmark datasets
- image representation
- labeled data
- feature extraction
- training phase
- online learning
- fuzzy logic
- supervised learning
- image processing
- decision trees
- face recognition
- recurrent networks
- radial basis function network
- learning algorithm
- class specific
- activation function
- visual features
- genetic algorithm
- neural nets
- neural network model