Published February 27, 2024 | Version 1
Dataset Open

Dataset of 400 pomegranate tree (Punica granatum L. 'Wonderful') images

  • 1. Universidad Politécnica de Cartagena
  • 2. Queens University of Belfast
  • 3. Utah State University
  • 4. Widhoc Smart Solutions

Description

Dataset of 400 pomegranate tree (Punica granatum L. ‘Wonderful’) images, with the corresponding fruit masks.

The dataset is designed for training artificial intelligence models for instance segmentation.

The pictures were collected by means of mobile devices (smartphones), in random trees, from different distances, orientations and in varying lighting conditions. The resolution of the images and masks is 640x480 pixels. The dataset is divided into training (70%), validation (15%) and test set (15%). Stratification was performed in 3 periods of the season to ensure that all fruit ripening stages were present in each subset. Masks consist of a very detailed manual annotation of the visible part for each of the fruits in the images.

Files

Dataset_pomegranate_400.zip

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Additional details

Related works

Is part of
Journal article: 10.1016/j.compag.2024.109077 (DOI)
Conference proceeding: 10.1109/MetroAgriFor58484.2023.10424400 (DOI)
Journal article: 10.1109/TAFE.2024.3408912 (DOI)

Funding

GESTIÓN AUTOMATIZADA DEL RIEGO DE PRECISIÓN EN FRUTALES. DISEÑO DE SENSORES Y ESTUDIO DE SENSIBILIDAD DE INDICADORES DE ESTRÉS HÍDRICO AGL2016-77282-C33-R
Agencia Estatal de Investigación
DISEÑO Y EVALUACIÓN DE SENSORES Y METODOLOGÍAS PARA LA OBTENCIÓN DE INDICADORES DE ESTRÉS HÍDRICO DE LA PLANTA Y LA GESTIÓN AUTOMÁTICA DEL RIEGO DEFICITARIO PID2019-106226RB-C22
Agencia Estatal de Investigación
Ayudas para la formación de profesorado. Juan D. González-Teruelrsitario. FPU17/05155
Ministerio de Universidades
Ayudas para la formación de profesorado universitario. Jaime Giménez-Gallego FPU19/00020
Ministerio de Universidades
Ayudas para estancias breves y traslados temporales. Jaime Giménez-Gallego EST21/00479
Ministerio de Universidades
AGROALNEXT AGROALNEXT
Ministerio de Ciencia e Innovación
Plan de Recuperación, Tranformación y Resiliencia PRTR-C17.I1
European Union

Dates

Collected
2021-07-13/2022-06-01
Date of data collection