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Predictions have to be interpolated and smoothed from in-line to in-line The model does not use contextual data from other in-lines and cross-lines (information from other dimensions) Data Pre-processing In-lines Extraction The first step in working with the data is reading the seismic volume and transforming it into a format consumable by the semantic segmentation model.In our recent webinar, Machine learning for Exploration with Amazon SageMaker SoftServe and AWS dove into how to quickly reach drill or no drill decisions from huge amount of seismic data, how to set up correct workflows in reservoir economics, and ultimately reduce the time to first oil production.
Opendtect Manual Interpretation StepsThere are numerous ways ML can help automate your routine and manual interpretation steps.
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