Cattle Grazing and Grassland Coverage Dataset

The current agricultural industry faces challenges in cattle management and grassland monitoring, especially in grazing areas. Effectively monitoring cattle activity and grassland health has become crucial. Existing monitoring methods often rely on manual inspections, which are inefficient and prone to errors. Therefore, a high-quality dataset is needed to support the development of object detection algorithms and improve cattle and grassland management. This dataset is collected via drones with high-resolution images, covering various lighting and weather conditions, ensuring data diversity and practicality. For quality control, the dataset employs multiple rounds of annotation and expert review to ensure data accuracy and consistency. All data are stored in JPG format and organized by category for easy training and evaluation of machine learning models.