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. 2019 Dec 27;20(1):168. doi: 10.3390/s20010168

Table 3.

Average execution times (in seconds) of the simple ConvNet and VGG16 in processing the Wafer and ECG dataset images, separated by three data transformation methods.

Dataset ConvNet Architecture GADF GASF MTF
Wafer Simple ConvNet 414.78 382.75 295.15
VGG16 4619.19 5658.32 4805.03
ECG Simple ConvNet 135.90 136.47 135.96
VGG16 2356.57 2405.64 2358.46