Artifact detection techniques for borehole data using reference data patterns

A system, comprising

• a computing system comprises one or more processors;
• a memory storing instructions that, when executed by the computing system, are configured to cause the computing system to perform operations comprising:
• receiving borehole data;
• receiving one or more reference data patterns from a storage component, wherein the one or more reference data patterns correspond to one or more borehole data artifacts;
• applying the one or more reference data patterns to the borehole data to detect one or more regions in the borehole data that include one or more potential artifacts;
• determining one or more artifact scores associated with the one or more regions based on a comparison between the one or more regions and the one or more reference data patterns;
• generating one or more labels based on a portion of the one or more regions, wherein each of the one or more labels is indicative of a respective region of the portion of the one or more regions having an artifact score below a threshold value;
• and
• generating labeled borehole data based on the one or more labels.

One or more tangible non-transitory computer-readable memory media, comprising:

• processor-executable instructions that, when executed by one or more processors, cause the one or more processors to:
• receive borehole data;
• receive one or more reference data patterns from a storage component, wherein the one or more reference data patterns correspond to one or more borehole data artifacts;
• apply the one or more reference data patterns to the borehole data to detect one or more regions in the borehole data that include one or more potential artifacts;
• determine one or more artifact scores associated with the one or more regions based on a comparison between the one or more regions and the one or more reference data patterns;
• generate one or more labels based on a portion of the one or more regions, wherein each of the one or more labels is indicative of a respective region of the portion of the one or more regions having an artifact score below a threshold value;
• and
• generate labeled borehole data based on the one or more labels.