Table 3. Comparison results of the number of parameters of the UNET model with dense network incorporating either improved dilation convolution module (IDC) or dilation convolution module.
Method | Total parameters | Trainable parameters | Non-trainable parameters | Train time epoch/(s) | Test time (s) |
---|---|---|---|---|---|
DD-UNET | 56,223,034 | 56,190,272 | 32,762 | 145 | 8 |
DID-UNET | 52,162,362 | 52,132,416 | 29,946 | 135 | 3 |