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Data · dataset · 2026

AZINDI: A Multi-Class Dataset for Deep Learning Based Azadirachta Indica Leaf Disease and Health Recognition

Listed in Teesside University Research Data Repository

Azadirachta Indica Leaf Disease and Health Classification Dataset is a curated image dataset developed for research in artificial intelligence, machine learning, deep learning, computer vision, and automated plant disease classification.

Description

The dataset contains leaf images of Azadirachta indica (Neem) collected from Rajbari and Ashulia, Dhaka, Bangladesh. The dataset is organized into three classes: Chlorotic, Disease, and Healthy.

To support balanced model training, each class contains 1,000 training images, 150 validation images, and 150 test images, resulting in 3,000 training images, 450 validation images, and 450 test images, with 4,500 images in total. The dataset is intended for developing and evaluating deep learning and computer vision models for Neem leaf health assessment, disease classification, feature extraction, and explainable AI-based agricultural applications.

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The images can be used for benchmarking CNN, Transformer, and hybrid deep learning architectures.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Disease 75% · Image 75%
Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/7fh5k2kvx6.19 h agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[disease].local:disease:diseaseenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:field:460304mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Computer Vision']
concepts[field].anzsrc:field:461103mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Deep Learning']
concepts[field].anzsrc:group:4611mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Machine Learning']
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[modality].local:modality:imageenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
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