FedTour: Participatory Federated Learning of Tourism Object Recognition Models with Minimal Parameter Exchanges between User Devices.
Shusaku TomitaJose Paolo TalusanYugo NakamuraHirohiko SuwaKeiichi YasumotoPublished in: PerCom Workshops (2022)
Keyphrases
- object recognition
- prior knowledge
- learning algorithm
- learning process
- learned models
- learning tasks
- learning systems
- learning models
- knowledge acquisition
- online learning
- visual recognition
- model construction
- end users
- unsupervised learning
- user interaction
- accurate models
- learning rules
- object categorization
- tourism industry
- machine learning algorithms
- parameter estimation
- supervised learning
- image features
- probabilistic model
- digital libraries
- training data
- computer vision