Skip to main content
. 2022 Aug 4;17(8):e0269826. doi: 10.1371/journal.pone.0269826

Table 15. Comparison among Bilateral and Bilateral + Box blur filter based on accuracy, average image size and average training time.

Experiment Optimizer Learning Rate Average image size (KB) Average training time (epoch/s) Training Accuracy (%) Validation Accuracy (%) Test
Accuracy (%)
Bilateral Adam 0.001 10–14 110 99.43 98.32 98.09
Bilateral + Box blur Adam 0.001 5–6 107 99.66 98.49 98.74