Pink pepper phenological stages

Published: 27 June 2023| Version 2 | DOI: 10.17632/dc4jp2pc7f.2
Contributor:
Eduarda Simoes

Description

This dataset is intended for the task of determining the phenological stages of pink pepper ripening. There are 4 versions of the dataset, consisting of 805, 2415, 1941 and 646 photos of the fruits, respectively. The fruits are classified as "Maturing", "Ripe" or "Green". All datasets were selected, cleaned and organized.

Files

Steps to reproduce

Each .zip file represents a version of the dataset: V1: Unbalanced data and no augmentation; V2: Unbalanced and augmented data. V3: Balanced and augmented data. V4: Balanced data and no augmentation. The .csv file is organized with classes and their respective pixel values.

Institutions

Instituto Federal de Educacao Ciencia e Tecnologia do Espirito Santo

Categories

Image Segmentation, Pepper, Convolutional Neural Network, Deep Learning, U-Net

Licence