A comprehensive image dataset of Bangladeshi mango varietyMendeley Data

This data article presents a primary dataset collected from various locations in Bangladesh, featuring 10 different mango varieties that are mostly consumed locally. This mango dataset includes the following types: Amrapali, Bari-4, Bari-7, Fazlee, Harivanga, Kanchon Langra, Katimon, Langra, Mollika...

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Main Authors: Rup Kumar Bharati, Md. Masudul Islam, Md Ripon Sheikh, Galib Muhammad Shahriar Himel
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/S2352340925002926
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author Rup Kumar Bharati
Md. Masudul Islam
Md Ripon Sheikh
Galib Muhammad Shahriar Himel
author_facet Rup Kumar Bharati
Md. Masudul Islam
Md Ripon Sheikh
Galib Muhammad Shahriar Himel
author_sort Rup Kumar Bharati
collection DOAJ
description This data article presents a primary dataset collected from various locations in Bangladesh, featuring 10 different mango varieties that are mostly consumed locally. This mango dataset includes the following types: Amrapali, Bari-4, Bari-7, Fazlee, Harivanga, Kanchon Langra, Katimon, Langra, Mollika, and Nilambori. A DSLR camera was used to take high-resolution pictures of every mango variety; as a consequence, 2012 photographs were obtained, although the distribution of images among types is not uniform. This dataset, which provides a thorough representation of 10 distinct mango types, each with a distinct flavour, has a great deal of potential for impact and application. It offers a range of uses in the food production and agriculture sectors and offers insightful information for further study and development.
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issn 2352-3409
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publishDate 2025-06-01
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series Data in Brief
spelling doaj-art-31603ea5b9cb4fed8b9af1fe5b9fca082025-08-20T02:05:10ZengElsevierData in Brief2352-34092025-06-016011156010.1016/j.dib.2025.111560A comprehensive image dataset of Bangladeshi mango varietyMendeley DataRup Kumar Bharati0Md. Masudul Islam1Md Ripon Sheikh2Galib Muhammad Shahriar Himel3Department of Computer Science and Engineering, Jahangirnagar University, Dhaka, BangladeshDepartment of Computer Science and Engineering, Jahangirnagar University, Dhaka, Bangladesh; Department of Computer Science and Engineering, Bangladesh University of Business and Technology (BUBT), Dhaka, Bangladesh; Corresponding author.Department of Computer Science and Engineering, Bangladesh University of Business and Technology (BUBT), Dhaka, BangladeshDepartment of physics, Jahangirnagar University, Dhaka, Bangladesh; School of Computer Sciences, Universiti Sains Malaysia, 11800 USM Penang, MalaysiaThis data article presents a primary dataset collected from various locations in Bangladesh, featuring 10 different mango varieties that are mostly consumed locally. This mango dataset includes the following types: Amrapali, Bari-4, Bari-7, Fazlee, Harivanga, Kanchon Langra, Katimon, Langra, Mollika, and Nilambori. A DSLR camera was used to take high-resolution pictures of every mango variety; as a consequence, 2012 photographs were obtained, although the distribution of images among types is not uniform. This dataset, which provides a thorough representation of 10 distinct mango types, each with a distinct flavour, has a great deal of potential for impact and application. It offers a range of uses in the food production and agriculture sectors and offers insightful information for further study and development.http://www.sciencedirect.com/science/article/pii/S2352340925002926Mango varietyDeep learningImage processingMachine learningFruit classificationMango classification
spellingShingle Rup Kumar Bharati
Md. Masudul Islam
Md Ripon Sheikh
Galib Muhammad Shahriar Himel
A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
Data in Brief
Mango variety
Deep learning
Image processing
Machine learning
Fruit classification
Mango classification
title A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
title_full A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
title_fullStr A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
title_full_unstemmed A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
title_short A comprehensive image dataset of Bangladeshi mango varietyMendeley Data
title_sort comprehensive image dataset of bangladeshi mango varietymendeley data
topic Mango variety
Deep learning
Image processing
Machine learning
Fruit classification
Mango classification
url http://www.sciencedirect.com/science/article/pii/S2352340925002926
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