Improving CNN-based activity recognition by data augmentation and transfer learning.
Gerasimos KalourisEvangelia I. ZacharakiVasileios MegalooikonomouPublished in: INDIN (2019)
Keyphrases
- activity recognition
- transfer learning
- human activities
- labeled data
- data sets
- accelerometer data
- sensory data
- machine learning
- data points
- knowledge discovery
- action recognition
- human activity recognition
- target domain
- learning tasks
- prior knowledge
- data analysis
- artificial intelligence
- data distribution
- test data
- unlabeled data
- knowledge transfer
- computer vision
- data mining
- wearable sensors
- neural network