Bramble Flower Detection and Classification Dataset

This dataset contains both the artificial and real flower images of brambe flowers. The real images were taken with a realsense D435 camera inside the West Virginia University greenhouse. All the flowers are annotated in yolo format with a bounding box and class name. The trained weights after training have been provided. They can be used with the python script provided to detect the bramble flowers. Also the classifier can classify whether the flowers center is visible or hidden which can be helpful in precision pollination projects. Images are also augmented to make the task robust in various environmental conditions.