Data · dataset · 2021
Mango Variety and Grading Dataset
Listed in Teesside University Research Data Repository
This dataset contains images of eight varieties of Pakistani mangoes.
Description
An experiment is performed on the proposed dataset for automated classification and grading of harvested mangoes to facilitate farmers in delivering high-quality mangoes on time for export, and a high accuracy is achieved using Convolutional Neural Network. Researchers and students can use this dataset to develop, test and evaluate different computer vision algorithms to contribute the improving agriculture sector.
The provided dataset can be consider as a benchmark for testing and comparing the performance of different state-of-the-arts. We would like to thank the Haji Ghulam Muhammad Mangana mango farm (Registered) Multan Pakistan for database collection and (MRI) Mango Research Institute, Multan for guidance about the standardized grading of mango.
Links
Where it is published
- DOI doi.org/10.17632/5mc3s86982.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Artificial intelligence · Computer Science & AI · Earth & Environmental Science
- Inferred from text
- Image 65% · Magnetic resonance imaging 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/5mc3s86982.1 | 7 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:4602 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Artificial Intelligence'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:mri | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |