Published February 27, 2024
| Version 1
Dataset
Open
Dataset of 400 pomegranate tree (Punica granatum L. 'Wonderful') images
Creators
- 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
Files
(40.3 MB)
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md5:61da5e62d13c6a2b90ec13c9aed2fd70
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md5:966638985253dd1626786268123c141c
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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
- Agencia Estatal de Investigación
- 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
- Ministerio de Universidades
- 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 Ciencia, Innovación y Universidades
- AGROALNEXT AGROALNEXT
- European Union
- Plan de Recuperación, Tranformación y Resiliencia PRTR-C17.I1
Dates
- Collected
-
2021-07-13/2022-06-01Date of data collection