Research Article
Muskmelon Maturity Stage Classification Model Based on CNN
Table 7
Comparison of classification results of different models.
| | Model | Weight size (MB) | Precision (%) | Recall (%) | F1 score (%) |
| | ResNet29 | 3.5 | 99 | 99 | 99 | | VGGNet16 | 56.3 | 98 | 98 | 98 | | ResNet18 | 45.2 | 95 | 95 | 95 | | ResNet50 | 90.2 | 98 | 98 | 98 | | MobileNet-v2 | 2.1 | 97 | 97 | 97 | | ResNeXt50 | 90 | 99 | 99 | 99 | | DenseNet121 | 28.5 | 99 | 99 | 99 | | InceptionV4 | 161 | 99 | 99 | 99 |
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