From: Microscopy cell nuclei segmentation with enhanced U-Net
U-Net | U-Net++ ∗ | U-Net+ (T.C.) | U-Net+ (U.S.) | |
---|---|---|---|---|
Ave. IOU (m±s) | 0.533±0.173 | 0.552±0.217 | 0.566±0.178 | 0.551±0.187 |
Ave. precision (%) | 60.0 | 61.7 | 63.4 | 62.0 |
No. of weights (M) | 1.941 | 2.262 | 1.926 | 1.730 |
GPU infer. time (ms/patch) | 14.9 | 22.0 | 15.3 | 21.5 |