TABLE 4.
Model | AMD | Inter | 2060Super | 1060 |
Unet (Ronneberger et al., 2015) | 4 | 3 | 45 | 21 |
LinkNet (Chaurasia and Culurciello, 2018) | 19 | 16 | 115 | 88 |
U2Net (Qin et al., 2020) | 2 | 2 | 23 | 14 |
UNet++ (Zhou et al., 2018, 2020) | 2 | 2 | 22 | 10 |
UNet+++ (Huang et al., 2020) | 2 | 1 | 16 | 8 |
MBFFNet | 8 | 7 | 55 | 28 |
The image size is 256 × 256. AMD represents the FPS test on the CPU of the AMD platform (R5-3600), Inter represents the FPS test on the CPU of Intel platform (I7-8750H), 2060Super represents the FPS test in the GPU environment of the 2060Super graphics card, and 1060 represents the FPS test in the GPU environment of the RTX1060 graphics card.