The Aerial UAV dataset available from this page consists of video frames collection of the existence of cow in the agricultural fields. We considered
three forms of this dataset; original (ORIG), rotational-matrix data-augmentation (ROT-DA), and non-rotational matrix data-augmentation (ROT-DA-NR).
Deep learning techniques and classical computer-vision methods combined with machine learning algorithms were used to carry out binary recognition tasks on the several variants of this dataset.
- Video frames
- Unmanned aerial vehicle
- Data Augmentation
- Artificial Intelligence