Blackberries Flower Dataset
- Citation Author(s):
-
Christopher Tatsch
(West Virginia University)
Jared Strader (Massachusetts Institute of Technology)Nicole Waterland (West Virginia University)Sarah Mills (West Virginia University)Ahmed Sidiya (West Virginia University)Mindi Ruan (West Virginia University)Xin Li (West Virginia University)Jason Gross (West Virginia University)Yu Gu (West Virginia University) - Submitted by:
- Christopher Tatsch
- Last updated:
- DOI:
- 10.21227/vyhn-9e16
- Data Format:
- Links:
837 views
- Categories:
- Keywords:
Abstract
This dataset consists of 1878 labeled images of flowers from blackberry trees from the specie Rubus L. subgenus Rubus Watson. These are white flowers with five petals that blossom in the spring through summer. The images were collected using an Intel RealSense D435i camera inside a greenhouse.
This images were inicially collected to support a robotic autonomous pollination project.
Instructions:
The images size are 640x480. For each image there is a *.json annotation and a *.png mask with the same namespace. The list_of_imgs text file lists all the image names in the dataset.
The image annotation consist of the points where the flower pistils are localized in the flower and a mask for the entire flower clusters in the images.
The flowers images were collected two and three days after anthesis (flower opening). The images were annotated using supervisely format, and can be easily converted to other formats for using various machine learning algorithms.
1
咕咕