Table 1.
Comparison of VGG16 classification report and Mod-ResNet50 classification report.
VGG-16 | Precision | Recall | f1-score | Support | Mod-ResNet50 | Precision | Recall | f1-score | Support |
---|---|---|---|---|---|---|---|---|---|
Keyboard | 1 | 1 | 1 | 22 | Keyboard | 0.95 | 1 | 0.98 | 21 |
Laptops | 0.94 | 0.94 | 0.94 | 17 | Laptops | 1 | 0.94 | 0.97 | 18 |
Motherboard | 1 | 0.94 | 0.97 | 17 | Motherboard | 1 | 0.89 | 0.94 | 18 |
Mouse | 1 | 1 | 1 | 32 | Mouse | 1 | 1 | 1 | 32 |
Phones | 0.89 | 0.94 | 0.92 | 36 | Phones | 0.95 | 0.97 | 0.96 | 37 |
Radios | 0.71 | 0.91 | 0.8 | 11 | Radios | 0.86 | 0.92 | 0.89 | 13 |
Refrigerators | 0.96 | 0.96 | 0.96 | 23 | Refrigerators | 1 | 0.96 | 0.98 | 24 |
TV | 1 | 0.8 | 0.89 | 20 | TV | 0.94 | 1 | 0.97 | 15 |
Accuracy | 0.94 | 178 | Accuracy | 0.97 | 178 | ||||
Micro avg | 0.94 | 0.94 | 0.93 | 178 | Micro avg | 0.96 | 0.96 | 0.96 | 178 |
Weighted avg | 0.95 | 0.94 | 0.94 | 178 | Weighted avg | 0.97 | 0.97 | 0.97 | 178 |