Figure 4
From: Memory-efficient low-compute segmentation algorithms for bladder-monitoring smart ultrasound devices
Memory requirement of FP, B+FP, and B+Q Models of U-Net. Blue bars indicate permanent memory requirement of model parameters; orange bars indicate additional memory requirement at inference. After applying the best out of 4 compression algorithm to B+Q Models (6b and 4b), the last two columns show that the skip connection memory is reduced by 46% and 32%, respectively.
