Table 7 Comparison of existing approaches for cassava disease detection
Research | Methodology |
|---|---|
Ramcharan et al. [20] | MobileNet |
Sambasivam et al. [59] | custom 7-layer CNN |
Ayu et al. [60] | MobileNetV2 |
Sangbamrung et al. [61] | Faster R-CNN and CNN |
Oyewola et al. [40] | Deep residual CNN |
Ramcharan et al. [62] | InceptionV3 |
Abayomi-Alli et al. [63] | MobileNetV2 |
Zhao et al. [64] | Residual learning with attention mechanism |
Ravi et al. [65] | Ensemble learning, EfficientNets, and attention mechanism |