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Table 1 Average Dice’s coefficient (DC) value and prediction speed per picture

From: Burn image segmentation based on Mask Regions with Convolutional Neural Network deep learning framework: more accurate and more convenient

Model name

Average DC value

Prediction speed (per/second)

R101FA (our method)

84.51*

0.374+

IV2RA

83.02

0.538

R101A

82.04

0.519

  1. *The highest average DC value in different models
  2. +The fastest prediction speed in different models
  3. R101FA residual network-101 with atrous convolution in feature pyramid network, IV2RA inceptionV2-residual network with atrous convolution, R101A residual network-101 with atrous convolution
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Burns & Trauma

ISSN: 2321-3876

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