Walnut Trees Dataset

The dataset consists of images of walnut trees and polygons denoting the crown, trunk, and road areas for agriculture and farming.

• The crown polygons mark the external boundary of the trees' canopy. The labeling is made relatively. By your request, the labeling can be done precisely along the outline of the tree crown..
• The trunk polygons represent the central woody structure of the trees. They outline the main stem or trunk of the walnut trees.
• The road polygons represent the areas surrounding the walnut trees, intended for nut harvesting machines.

This dataset is useful for agriculture and provides a comprehensive representation of these trees, enabling people to explore numerous aspects related to walnut tree growth, health, and spatial distribution. It also helps to automate and optimize the harvesting process in walnut plantations.

Get the dataset

This is just an example of the data

Leave a request on https://trainingdata.pro/data-market to discuss your requirements, learn about the price and buy the dataset.

Dataset structure

• images - contains of original images of walnut trees
• labels - includes polygon labeling for the original images
• annotations.xml - contains coordinates of the polygons and labels, created for the original photo

Data Format

Each image from images folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the polygon for each of the classes. For each point, the x and y coordinates are provided.

Сlasses:

• tree_trunk: trunk of the tree,
• tree_crown: crow of the tree,
• road: road where a nut harvesting machine can pass

Example of XML file structure

Walnut Trees Images might be collected and annotated in accordance with your requirements.

**TrainingData**

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets