Research Article
Seismic Facies Segmentation Using Ensemble of Convolutional Neural Networks
Table 4
SegNet+no augmentation with basenet vgg-16 (Model 2).
| | Class accuracy | IoU | UpperNS | 0.9851 | 0.9734 | MiddleNS | 0.9457 | 0.9053 | LowerNS | 0.9919 | 0.9804 | RijlandChalk | 0.9146 | 0.8870 | Scruff | 0.9520 | 0.7708 | Zechstein | 0.7879 | 0.7378 | Background | 0.9999 | 0.9998 | Global pixel accuracy | Mean class accuracy | Mean IoU | 0.9800 | 0.9396 | 0.8935 |
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