Table 3 Accuracy of DeepLab V3+ image segmentation models.

From: Deep learning-assisted segmentation of X-ray images for rapid and accurate assessment of foot arch morphology and plantar soft tissue thickness

 

DICE loss

IoU

Train set

Validation set

Test set

Train set

Validation set

Test set

Foot

0.0110

0.0110

0.0123

0.9938

0.9931

0.9884

First metatarsal

0.0214

0.0222

0.0241

0.9574

0.9567

0.9513

Talus

0.0297

0.0272

0.0302

0.9511

0.9589

0.9487

Calcaneus

0.0159

0.0153

0.0159

0.9728

0.9742

0.9731

Navicular

0.0341

0.0340

0.0361

0.9483

0.9472

0.9446

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