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. 2021 Nov 2;40(7):1047–1053. doi: 10.1177/0734242X211052846

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