Table 4 Test set results of the best storage tank detection model
From: Deep learning for detecting and characterizing oil and gas well pads in satellite imagery
Average precision | Precision | Recall | Mean absolute error | |||
|---|---|---|---|---|---|---|
All well pads | Well pads with no tanks | Well pads with tanks | ||||
Permian | 0.989 | 0.965 | 0.972 | 0.072 | 0.009 | 0.220 |
Denver | 0.981 | 0.957 | 0.963 | 0.101 | 0.011 | 0.360 |
Overall | 0.986 | 0.962 | 0.968 | 0.082 | 0.010 | 0.272 |
