Table 5.
Comparison between previous studies found in the literature and our present study.
Reference | Model | Dataset Size | Accuracy |
---|---|---|---|
Li et al. (2020) [34] | ResNet50 | 4356 | 90% |
Wang et al. (2021) [35] | Inception-M | 1065 | 74% |
Zhang et al. (2020) [37] | ResNet50 | 1531 | 90% |
Song et al. (2020) [38] | ResNet50 | 274 | 86% |
Chen et al. (2020) [6] | UNet | 133 | 98.5% |
Jin et al. (2020) [36] | CNN | 1882 | 94.1% |
This study | MobileNetV2 | 400 | 98.5% ± 1.19% |