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. 2024 Mar 13;15:1356260. doi: 10.3389/fpls.2024.1356260

Table 1.

Datasets description for the selected vegetables.

Dataset Images Diseases Vegetables Availability Available Link
PlantVillage (G. and Arun, 2019) 54305 24 disease of plant leaves Pepper, tomato and potato Public https://data.mendeley.com/datasets/tywbtsjrjv/1
IPM Images 3739 Various type of disease Tomato, potato and pepper Public https://www.ipmimages.org/browse/bareas.cfm?domain=12
APS Images 7000 Various type of disease Tomato, potato, pepper and many others Public https://imagedatabase.apsnet.org/
Plant Doc (Singh et al., 2020) 2598 17 disease classes Tomato, potato, pepper and many others Public https://dl.acm.org/doi/10.1145/3371158.3371196
Plant Disease 79265 42 classes with diseased and healthy Tomato, potato, pepper and many others Public https://panonit.com/
Tomato and Pest Dataset (Fuentes et al., 2017) 5000 13 disease of tomato leaves Tomato Privat (on request) (On request)
Tomato Dataset (Liu and Wang, 2020a) 15000 12 disease of tomato leaves Tomato Private (On request)
PLD (Rashid et al., 2021) 4062 Early blight, late blight, healthy Potato Public https://drive.google.com/drive/folders/1FpcQA66pEg0XR8y5uEzWU:REPpqSAPD
Kaggle Cucumber disease (Cucumber plant diseases dataset, 2023) 695 Diseased and unhealthy Cucumber Public https://www.kaggle.com/datasets/kareem3egm/cucumber-plant-diseases-dataset
Cucumber Disease (Omer et al., 2022) 4868 Spider, miner, downy, powdery, healthy Cucumber Private (On request)
Cucumber recognition (Sultana et al., 2023) 1280 Multiple cucumber diseases Cucumber Public https://data.mendeley.com/datasets/y6d3z6f8z9/1