Patent ID: 11898435
Assignee: HALLIBURTON ENERGY SERVICES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC E  G | IPC E  G

Claim 0:
1. A system comprising:
a processor; and
a memory including instructions that are executable by the processor for causing the processor to:
generate a training dataset using a three-dimensional model, the three-dimensional model being for simulating a tool in a geological subterranean formation;
train a machine-learning model based on the training dataset to generate a trained machine-learning model, the machine-learning model being different than the three-dimensional model, the training dataset including a first set of borehole images correlated to a second set of borehole images, the second set of borehole images being less precise versions of the first set of borehole images;
execute the trained machine-learning model in relation to an input borehole image to receive a corrected borehole image as output from the trained machine-learning model, the corrected borehole image being a visually corrected version of the input borehole image, wherein the input borehole image is a two-dimensional digital image that includes colored pixels representing a property of a subterranean formation into which a borehole is drilled for extracting hydrocarbons from the subterranean formation, and wherein the corrected borehole image is also a two-dimensional digital image; and
generate a graphical user interface that includes the corrected borehole image for display on a display device.