Table · dataset · 2026
<b>AgroVisionBD:</b> A Primary Image Dataset of Healthy and Diseased Banana, Mango, and Papaya Fruits and Leaves from Bangladesh
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.34005402.v1
<p dir="ltr"><b>AgroVisionBD</b> is a primary image collection of healthy and diseased banana, mango, and papaya fruits and leaves acquired in Bangladesh.
Description
The repository contains 5,280 RGB JPEG images organized into 18 classes, comprising 12 disease-related and six healthy classes. The collection includes 2,261 fruit images and 3,019 leaf images.</p><p dir="ltr">Images were collected between May and September 2025 from Mirpur, Dhaka, and Patuakhali, Barishal Division, Bangladesh.
Image acquisition was performed using Apple iPhone 16 Pro Max and Xiaomi Redmi Note 15 Pro smartphones under practical acquisition conditions. Variations in background, illumination, viewing angle, orientation, acquisition distance, and visible disease severity were retained. All images included in this release were collected directly by the research team; no images obtained from websites or previously published public datasets are included.</p><p dir="ltr">Images were manually curated for visual quality and class consistency, while perceptual hashing (pHash) was used to support duplicate and near-duplicate screening.
Read the rest (2 more)
An external academic expert in agronomy reviewed all 18 class definitions together with representative images. Sixteen classes were recorded as Accepted, while <code>mango_anthracnose_fruit</code> and <code>mango_black_spot_fruit</code> were recorded as Moderate because of overlapping visual characteristics. The validation represents class-level visual assessment and does not constitute laboratory or pathogen-confirmed diagnosis.</p><p dir="ltr">The repository includes the original-resolution image collection, image-level <code>metadata.csv</code>, class-level documentation, expert-validation information, and a README describing the dataset structure and reuse conditions.
Image-level metadata include class information, collection location, capture device, image dimensions, image format, color mode, file size, and relative repository path.</p><p dir="ltr">AgroVisionBD is intended for reuse in plant disease classification, transfer learning, agricultural computer vision, machine learning, feature extraction, explainable AI, class-imbalance analysis, and related image-based agricultural research.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34005402.v1 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Image processing · Image processing · Image processing · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Plant pathology · Plant pathology · Plant pathology · Psychology & Behavioral Science · Social Science · Social Science
Provenance · 3 source records, 40 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34005402 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34005402 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34005402 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:310805 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Plant pathology'] |
| concepts[field].anzsrc:field:310805 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Plant pathology'] |
| concepts[field].anzsrc:field:310805 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Plant pathology'] |
| concepts[field].anzsrc:field:460306 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Image processing'] |
| concepts[field].anzsrc:field:460306 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Image processing'] |
| concepts[field].anzsrc:field:460306 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Image processing'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |