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 |