Advances, Systems and Applications
Table 1 Comparative results of models
From: Detection of cotton leaf curl disease’s susceptibility scale level based on deep learning
Ref | Algorithm | Dataset | Accuracy |
|---|---|---|---|
(Kumbhar et al., 2019) [32] | CNN | Cotton leaf disease | 89 |
(Tripathy 2021) [16] | SVM | Cotton leaf disease | 92.4 |
(Pechuho et al., 2020) [27] | CNN | Cotton leaf disease | 91 |
(Sarwar et al., 2021) [33] | R-CNN | Cotton leaf disease | 87.1 |
(Dubey et al., 2018) [34] | SVM | Cotton leaf disease | 94 |
(Rai & Pahuja, 2023) [35] | Deep CNN | 2293 images | 97.98 |
Proposed | CNN | 1349 | 99 |