| [50] | 2021 | Single | Maize | Leaf | Common Rust | percentage | Self-collected | Mask R-CNN | Mask R-CNN performed better than standard image processing algorithms more than 5%. |
| [51] | 2021 | Single | Maize | Leaf | Common Rust | percentage | Self-collected | Mask R-CNN and GA | * |
| [42] | 2022 | Multi-task | Strawberry | Leaf | Scorch | percentage | Self-collected | Faster R-CNN (VGG16) and Siamese networks | accuracy of 96.67% |