A novel ground truth multispectral image dataset with weight, anthocyanins, and Brix index measures of grape berries tested for its utility in machine learning pipelines.

Pedro J Navarro Leanne Miller María Victoria Díaz-Galián Alberto Gila-Navarro Diego J Aguila Marcos Egea-Cortines

Published in: GigaScience (2022)

This is the first public dataset of grape ground truth multispectral images. Associated with each multispectral image, there are measures of the weight, anthocyanins, and Brix index. The dataset should be useful to develop deep learning algorithms for classification, dimensionality reduction, regression, and prediction analysis.

Keyphrases

deep learning
machine learning
fluorescence imaging
artificial intelligence
convolutional neural network
body mass index
weight loss
physical activity
weight gain
healthcare
photodynamic therapy
body weight
mental health
emergency department