Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data

This paper presents a novel and innovative 14,630 fruit images dataset, consisting of 1333 original images and the remaining augmented images for strawberry and avocado fruits. The dataset records the growth of strawberries and avocados in four different stages: unripe, partially ripe, ripe, and rot...

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Main Authors: Pooja Kamat, Harsh Chandekar, Lisanne Dlima, Shilpa Gite, Biswajeet Pradhan, Abdullah Alamri
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Data in Brief
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Online Access:http://www.sciencedirect.com/science/article/pii/S2352340925003932
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author Pooja Kamat
Harsh Chandekar
Lisanne Dlima
Shilpa Gite
Biswajeet Pradhan
Abdullah Alamri
author_facet Pooja Kamat
Harsh Chandekar
Lisanne Dlima
Shilpa Gite
Biswajeet Pradhan
Abdullah Alamri
author_sort Pooja Kamat
collection DOAJ
description This paper presents a novel and innovative 14,630 fruit images dataset, consisting of 1333 original images and the remaining augmented images for strawberry and avocado fruits. The dataset records the growth of strawberries and avocados in four different stages: unripe, partially ripe, ripe, and rotten. Though the fruit ripening process is commonly known, a lack of systematic datasets to show the fruit changing from an unripe state to a rotting state was prevalent for the two fruits in question. Over two months, the dataset was collected through rigorous tracking to effectively provide a measure of each of the fruits' conditions. The fruits were obtained from Mahabaleshwar farms in Maharashtra, India, as well as from local markets in Maharashtra and Pune. The fruits were monitored continuously from the time of harvesting, and all observed changes were carefully recorded. The uniqueness of this dataset is that it covers both strawberries and avocados, which have different patterns of ripening and are highly commercially valuable. The images were annotated using the online annotation tool - makesense.ai, with a total of 1499 bounding boxes for each fruit. By encompassing these two diverse fruit types, the dataset provides a valuable resource for researchers, agriculturalists, and food scientists to investigate and compare the ripening behaviours of different fruit species.
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spelling doaj-art-2da715b7eb3744e2a18c4ebea9c49e472025-08-20T02:30:54ZengElsevierData in Brief2352-34092025-06-016011166310.1016/j.dib.2025.111663Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley DataPooja Kamat0Harsh Chandekar1Lisanne Dlima2Shilpa Gite3Biswajeet Pradhan4Abdullah Alamri5Symbiosis Institute of Technology, Symbiosis International University, Near Lupin Research Park, Gram: Lavale, Tal: Mulshi, Pune, Maharashtra 412115, IndiaSymbiosis Institute of Technology, Symbiosis International University, Near Lupin Research Park, Gram: Lavale, Tal: Mulshi, Pune, Maharashtra 412115, IndiaSymbiosis Institute of Technology, Symbiosis International University, Near Lupin Research Park, Gram: Lavale, Tal: Mulshi, Pune, Maharashtra 412115, IndiaSymbiosis Institute of Technology, Symbiosis International University, Near Lupin Research Park, Gram: Lavale, Tal: Mulshi, Pune, Maharashtra 412115, India; Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis Institute of Technology, Symbiosis International University, Near Lupin Research Park, Gram: Lavale, Tal: Mulshi, Pune, Maharashtra 412115, IndiaCentre for Advanced Modelling and Geospatial Information Systems (CAMGIS), School of Civil and Environmental Engineering, Faculty of Engineering & IT, University of Technology Sydney, NSW 2007 Australia; Corresponding author.Department of Geology and Geophysics, College of Science, King Saud University, Riyadh, Saudi ArabiaThis paper presents a novel and innovative 14,630 fruit images dataset, consisting of 1333 original images and the remaining augmented images for strawberry and avocado fruits. The dataset records the growth of strawberries and avocados in four different stages: unripe, partially ripe, ripe, and rotten. Though the fruit ripening process is commonly known, a lack of systematic datasets to show the fruit changing from an unripe state to a rotting state was prevalent for the two fruits in question. Over two months, the dataset was collected through rigorous tracking to effectively provide a measure of each of the fruits' conditions. The fruits were obtained from Mahabaleshwar farms in Maharashtra, India, as well as from local markets in Maharashtra and Pune. The fruits were monitored continuously from the time of harvesting, and all observed changes were carefully recorded. The uniqueness of this dataset is that it covers both strawberries and avocados, which have different patterns of ripening and are highly commercially valuable. The images were annotated using the online annotation tool - makesense.ai, with a total of 1499 bounding boxes for each fruit. By encompassing these two diverse fruit types, the dataset provides a valuable resource for researchers, agriculturalists, and food scientists to investigate and compare the ripening behaviours of different fruit species.http://www.sciencedirect.com/science/article/pii/S2352340925003932StrawberriesAvocadosFruit maturity assessmentPrecision agriculture
spellingShingle Pooja Kamat
Harsh Chandekar
Lisanne Dlima
Shilpa Gite
Biswajeet Pradhan
Abdullah Alamri
Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
Data in Brief
Strawberries
Avocados
Fruit maturity assessment
Precision agriculture
title Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
title_full Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
title_fullStr Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
title_full_unstemmed Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
title_short Comprehensive dataset on ripening stages of strawberries and avocados: From unripe to rottenMendeley Data
title_sort comprehensive dataset on ripening stages of strawberries and avocados from unripe to rottenmendeley data
topic Strawberries
Avocados
Fruit maturity assessment
Precision agriculture
url http://www.sciencedirect.com/science/article/pii/S2352340925003932
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