公开(公告)号：US20220335254A1

公开(公告)日：2022-10-20

申请号：US17233404

申请日：2021-04-16

Applicant: Baker Hughes Holdings LLC

Inventor： Sheldon McCrackin ,  Jeremy Vandam ,  Carlneil Domkam ,  Samvid Jhaveri

IPC: G06K9/62 ,  G06T7/70 ,  G06T7/00

Abstract: An inspection system is provided and includes a camera and controller. The controller can include one or more processors in communication with the camera and receive a plurality of images of a target captured by the camera. The controller can also determine, using a first computer vision algorithm, a first prediction and corresponding confidence level for substantially all of the images. The controller can select a subset of the images having the first prediction confidence level greater than or equal to a first prediction threshold value. The controller can additionally determine, using a second computer vision algorithm, a second prediction and corresponding second prediction confidence level for each of the selected images. The at least one second prediction can require more time to determine than the at least one first prediction. The controller can output the second prediction and the second prediction confidence level for each of the selected images.

公开(公告)号：US12152998B2

公开(公告)日：2024-11-26

申请号：US17716565

申请日：2022-04-08

Applicant: Baker Hughes Holdings LLC

Inventor： Sheldon McCrackin ,  Carlneil Domkam

IPC: G01N21/954 ,  G02B23/24 ,  G06T7/136

Abstract: An inspection system is provided and includes a camera and controller. The camera can acquire at least one image of a target including opposed first and second surfaces. The controller can be in communication with the camera and receive the at least one image. The controller can also detect, using at least one computer vision algorithm, a geometry of the target including the first target surface and the second target surface of the target within at least one image. The at least one image can be acquired at a respective time under respective operating conditions. The controller can additionally segment erosion within the at least one image using the at least one computer vision algorithm. The controller can also generate an erosion depth profile for the at least one image. The erosion depth profile can characterize a depth of erosion of the target between the first and second surfaces.

公开(公告)号：US12153653B2

公开(公告)日：2024-11-26

申请号：US17233404

申请日：2021-04-16

Applicant: Baker Hughes Holdings LLC

Inventor： Sheldon McCrackin ,  Jeremy Vandam ,  Carlneil Domkam ,  Samvid Jhaveri

IPC: G06K9/00 ,  G06F18/20 ,  G06F18/24 ,  G06T7/00 ,  G06T7/70

Abstract: An inspection system is provided and includes a camera and controller. The controller can include one or more processors in communication with the camera and receive a plurality of images of a target captured by the camera. The controller can also determine, using a first computer vision algorithm, a first prediction and corresponding confidence level for substantially all of the images. The controller can select a subset of the images having the first prediction confidence level greater than or equal to a first prediction threshold value. The controller can additionally determine, using a second computer vision algorithm, a second prediction and corresponding second prediction confidence level for each of the selected images. The at least one second prediction can require more time to determine than the at least one first prediction. The controller can output the second prediction and the second prediction confidence level for each of the selected images.

公开(公告)号：US20220341854A1

公开(公告)日：2022-10-27

申请号：US17716565

申请日：2022-04-08

Applicant: Baker Hughes Holdings LLC

Inventor： Sheldon McCrackin ,  Carlneil Domkam

IPC: G01N21/954 ,  G02B23/24 ,  G06T7/136

Abstract: An inspection system is provided and includes a camera and controller. The camera can acquire at least one image of a target including opposed first and second surfaces. The controller can be in communication with the camera and receive the at least one image. The controller can also detect, using at least one computer vision algorithm, a geometry of the target including the first target surface and the second target surface of the target within at least one image. The at least one image can be acquired at a respective time under respective operating conditions. The controller can additionally segment erosion within the at least one image using the at least one computer vision algorithm. The controller can also generate an erosion depth profile for the at least one image. The erosion depth profile can characterize a depth of erosion of the target between the first and second surfaces.