UAV cotton flower image

UAV Cotton Flower Counting Dataset

23 sessions of UAV images of a cotton field encompassing the 2021 growing season, captured with a DSLR camera mounted on a drone flying at low altitude. Bounding box annotations for all visible cotton flowers. 

Cotton Flower Detection Dataset

Dataset of cotton plant images captured in the field with a tractor-mounted camera. Individual cotton flowers are annotated with bounding boxes in YOLO format.

Picture of cotton plant with flowers annotated.
Image of cotton plant with flower tracks labeled.

Cotton Flower Tracking Dataset

Dataset of cotton plant videos captured in the field with ground vehicles. Individual cotton flowers are annotated with full tracking annotations in the YOLO format.

Cotton Seedling Dataset

Videos of cotton seedlings in the field labeled with full tracking annotations.

Cotton seedlings
3D model of a cotton plant

Cotton Point Cloud Segmentation Dataset

This dataset contains cotton plant point clouds annotated for plant part segmentation.

Cotton Organ Mapping Dataset

Dataset of cotton plant point clouds generated using photogrammetry in the lab with semantic annotations for bolls and main stems.

3D cotton plant figure
Blueberry bush

Blueberry Fruit Detection Dataset

Images of blueberry plants taken with a ground robot in the field, and labeled with annotations for each fruit.

Blueberry Maturity Dataset

Images of individual blueberry fruits divided into three classes based on maturity level.

Blueberry maturity figure
Blueberry cluster annotations

Blueberry Cluster Detection Dataset

Dataset of in-field blueberry images, with bounding box annotations provided for entire clusters.

Blueberry Segmentation Dataset

Dataset of in-field blueberry images, with instance segmentation masks provided for individual fruits.

Close up of some blueberries
Example image of cotton bolls on a plant.

Cotton Boll Dataset

Cotton boll videos captured with a UGV and annotated with bounding boxes.

Blueberry Internal Bruising Dataset

Dataset of blueberry images from various cultivars cut in half, with the bruised regions annotated with masks.

Example of blueberry bruise annotations
Example image from the dataset showing a defoliated cotton plant.

MARS Multi-Camera Cotton Boll Dataset

Dataset of images captured by the MARS robot in a defoliated cotton field using six synchronized cameras. The cameras are arranged to provide a complete view of the plots. Contains both real and synthetic images.