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Data · dataset · 2022

Diseases of maize in the field

Listed in UP Research Data Repository

<p>In this dataset lies 2355 images of maize leaves with different diseases.

Description

The images were taken over a variety of times and locations in South Africa. The diseases labelled herein are:</p> <ul> <li>Grey Leaf Spot (GLS)</li> <li>Northern Corn Leaf Blight (NCLB)</li> <li>Common Rust (CR)</li> <li>Southern Rust (SR)</li> <li>Phaeosphaeria Leaf Spot (PLS)</li> </ul> <p>The data contains a realistic representation of field conditions where it shows images of leaves destroyed by bugs, protein deficiencies, leaves with hands occluding them, different lighting conditions, some leaves are wet, backgrounds vary wildly, anthers, bird droppings, several simultaneous and sometimes even overlapping diseases.The Readme.txt or the file description of the parent folder gives more details as to how the images are stored and annotated. </p> <p><br></p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 65%
Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
UP Research Data Repositoryoai:figshare.com:article/2023761319 h agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].anzsrc:field:310805mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Plant pathology']
concepts[field].anzsrc:field:460304mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Computer vision']
concepts[field].anzsrc:field:461103mapping · researchdata up ac zavocabulary-mapper@1.0.0keywords['Deep learning']
concepts[field].local:field:computer-science-aimapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[modality].local:modality:imageenrichment · researchdata up ac zakeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0/metadata/dc/description
licensesource · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0/metadata/dc/rights
publication_datesource · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
titlesource · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0/metadata/dc/title