Table 3.
Summary of existing relevant datasets.
Dataset | Environment | Plant Species | Disease Classes | No. of Images | Annotation Type |
---|---|---|---|---|---|
Plant Village | Lab-Controlled | 14 | 26 | 54,309 | Bounding Box |
PlantDoc | Real-field | 13 | 17 | 2,598 | Bounding Box |
Digipathos | Lab-Controlled | 21 | 171 | 3,000 | Bounding Box |
PlantCLEF2022 | Real Field | 80K | – | 4,000,000 | Specie Labels |
Rice Disease Image Dataset | Lab-Controlled | 1 | 3 | 3,355 | Bounding Box |
Rice Leaf Disease Dataset | Lab-Controlled | 1 | 3 | 120 | Bounding Box |