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. 2023 Dec 21;14:1320448. doi: 10.3389/fpls.2023.1320448

Table 7.

Comparisons of the number of parameters, Floating-point Operations(FLOPs), inference time and Frame Per Second(FPS).

NETWORKS Params
(M)
FLOPs
(G)
Inference time
(msec)
FPS
DeepLab V3+ 40.37 11.71 46.52 21.50
SEGNet 29.44 40.20 152.23 6.57
ENet 0.35 0.55 69.23 14.44
UNet 13.40 31.13 123.69 8.08
UNeXt 1.47 0.58 21.39 46.74
MFRWF-CWF 3.14 24.00 74.97 13.33
Ours 0.11 0.24 18.14 55.10

The best results for each metric are highlighted in bold.