Cutter analysis and mapping
AssigneeHalliburton Energy Services, Inc.
InventorsWilliam Brian Atkins, Radompon Sungkorn, Michael Stephen Pierce
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Abstract
Disclosed herein are a method and apparatus for cutter analysis and mapping. In one embodiment, a computer implemented method comprises acquiring a training set of images, wherein the training set of images comprise a set of images of cutters; and training a machine learning system using the training set of images, wherein the machine learning system comprises a set of weights corresponding to one or more nodes of a neural network of the machine learning system, and wherein the machine learning system provides an output representing whether an image includes a visual representation of a cutter.
Claims16
A computer implemented method, the computer implemented method comprising:
- acquiring a training set of images, wherein the training set of images comprise a set of images of cutters;
- and
- training a machine learning system using the training set of images, wherein the machine learning system comprises a set of weights corresponding to one or more nodes of a neural network of the machine learning system, and wherein the machine learning system provides an output representing whether an image includes a visual representation of a cutter.
An apparatus comprising:
- a processor;
- and
- a non-transitory, computer-readable medium having instructions stored thereon that are executable by the processor, the instructions including:
- instructions to acquire a training set of images, wherein the training set of images comprise a set of images of cutters;
- and
- instructions to train a machine learning system using the training set of images, wherein the machine learning system comprises a set of weights corresponding to one or more nodes of a neural network of the machine learning system, and wherein the machine learning system provides an output representing whether an image includes a visual representation of a cutter.
Dependencies are inferred from the claim text.