CNN and transfer learning-based classification model for automated cows feeding behaviour recognition from accelerometer data
V. Bloch, L. Frondelius, C. Arcidiacono, M. Mancino, M. Pastell
This paper develops a CNN-based classifier for cow feeding behavior using accelerometer data, showing transfer learning improves accuracy and estimating dataset size requirements.
bioRxiv · Jul 3, 2022 · PreprintAnimal Behavior & Cognition