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. 2024 Sep 27;24(19):6261. doi: 10.3390/s24196261

Table 6.

Evaluation Metrics on the test set.

Model Result in Training
File Size (KB)
Result in Testing
Response Time
Training Time Training Time
InceptionV3 4.3 min ± 2 s 98,055 22,828,286 51.01 ms
VGG16 3.1 min ± 3 s 69,586 15,740,190 39.00 ms
ResNet50V2 3.4 min ± 3 s 140,594 27,662,302 60.02 ms
Proposed DD-AI 3.1 min ± 1 s 75,618 6,448,002 33.00 ms