Project-AgML/plant_village_classification

Plant Village Classification

A dataset for image classification of Plant Village Classification. The dataset contains 55,448 images across 39 classes:
Images per class:

• Apple___Apple_scab: 630
• Apple___Black_rot: 621
• Apple___Cedar_apple_rust: 275
• Apple___healthy: 1,645
• Background_without_leaves: 1,143
• Blueberry___healthy: 1,502
• Cherry___Powdery_mildew: 1,052
• Cherry___healthy: 854
• Corn___Cercospora_leaf_spot Gray_leaf_spot: 513
• Corn___Common_rust: 1,192
• Corn___Northern_Leaf_Blight: 985
• Corn___healthy: 1,162
• Grape___Black_rot: 1,180
• Grape___Esca_(Black_Measles): 1,383
• Grape___Leaf_blight_(Isariopsis_Leaf_Spot): 1,076
• Grape___healthy: 423
• Orange___Haunglongbing_(Citrus_greening): 5,507
• Peach___Bacterial_spot: 2,297
• Peach___healthy: 360
• Pepper,_bell___Bacterial_spot: 997
• Pepper,_bell___healthy: 1,478
• Potato___Early_blight: 1,000
• Potato___Late_blight: 1,000
• Potato___healthy: 152
• Raspberry___healthy: 371
• Soybean___healthy: 5,090
• Squash___Powdery_mildew: 1,835
• Strawberry___Leaf_scorch: 1,109
• Strawberry___healthy: 456
• Tomato___Bacterial_spot: 2,127
• Tomato___Early_blight: 1,000
• Tomato___Late_blight: 1,909
• Tomato___Leaf_Mold: 952
• Tomato___Septoria_leaf_spot: 1,771
• Tomato___Spider_mites Two-spotted_spider_mite: 1,676
• Tomato___Target_Spot: 1,404
• Tomato___Tomato_Yellow_Leaf_Curl_Virus: 5,357
• Tomato___Tomato_mosaic_virus: 373
• Tomato___healthy: 1,591

This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.

Citation

@article{DBLP:journals/corr/HughesS15,
author    = {David P. Hughes and Marcel Salath{'{e} } },
title     = {An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing},
journal   = {CoRR},
volume    = {abs/1511.08060},
year      = {2015},
url       = {http://arxiv.org/abs/1511.08060},
archivePrefix = {arXiv},
eprint    = {1511.08060},
timestamp = {Mon, 13 Aug 2018 16:48:21 +0200},
biburl    = {https://dblp.org/rec/bib/journals/corr/HughesS15},
bibsource = {dblp computer science bibliography, https://dblp.org}
}

https://github.com/spMohanty/PlantVillage-Dataset