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Table 2 Best U-Net model results on the train set and the validation set used for early stopping

From: Segmentation of roots in soil with U-Net

 

Training

Validation

Accuracy

0.996

0.996

Precision

0.758

0.674

Recall

0.780

0.712

\(F_1\)

0.769

0.692

  1. These train set results are calculated on data affected by both instance selection and augmentation
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Plant Methods

ISSN: 1746-4811