Ground Truth Data
Authors/Creators
Description
The repository contains a dataset of labeled RGB and NDVI tree images with health statuses used for training classification models. The dataset images are generated from the original images using geometric transformations from the Albumentations library. The labels folder contains three CSV files, each representing a health status. Health status 1 is labeled as Asymptomatic, 2 as Mild symptoms, and 3 and 4 as Evident symptomatic/compromised. We decided to merge labels 3 and 4 to create a more balanced dataset.
The leading number "i_" indicates that the image has been generated through augmentation. This means that the original image has been modified to create this new version. The original unmodified image would be named "DJI_" without the leading number.
For example:
Original image: DJI_20240525124035_0032_NDVI_0.JPG
Augmented images: 1_DJI_20240525124035_0032_NDVI_0.JPG, 2_DJI_20240525124055_0042_RGB_0.JPG, ...