Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks.
Dejan PavlovicChris DavisonAndrew W. HamiltonOskar MarkoRobert C. AtkinsonW. Craig MichieVladimir S. CrnojevicIvan AndonovicXavier J. A. BellekensChristos TachtatzisPublished in: Sensors (2021)
Keyphrases
- convolutional neural networks
- classification scheme
- decision trees
- classification accuracy
- pattern classification
- machine learning
- pattern recognition
- automatic classification
- image classification
- feature selection
- activity recognition
- class labels
- text classification
- object detection
- support vector
- machine learning algorithms
- benchmark datasets
- vision system
- svm classifier
- supervised learning
- preprocessing
- classification rate
- training data