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    SYSTEM AND METHOD FOR CLASSIFYING TASK
    1.
    发明公开
    SYSTEM AND METHOD FOR CLASSIFYING TASK 审中-公开

    公开(公告)号：US20240135714A1

    公开(公告)日：2024-04-25

    申请号：US18383279

    申请日：2023-10-23

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： John W. Henderson ,  Sophia S. Liu ,  Andrew W. Long ,  Jordan J.W. Craig

    IPC: G06V20/52 ,  G06V10/764 ,  G06V20/70

    CPC classification number: G06V20/52 ,  G06V10/764 ,  G06V20/70

    Abstract: A method of classifying a task includes obtaining a plurality of images via an image capturing device and an audio signal via an audio sensor for a predetermined period of time. The method further includes classifying, via a first trained machine learning model, the plurality of images to generate a list of first class probabilities and a list of first class labels. The method further includes classifying, via a second trained machine learning model, the audio signal to generate a list of second class probabilities and a list of second class labels. The method further includes determining, via a merging algorithm, a list of third class probabilities and a list of third class labels based on the lists of first and second class probabilities. The method further includes determining the task corresponding to the predetermined period of time based on the list of third class probabilities.

    Replacement part validation systems and methods
    2.
    发明授权
    Replacement part validation systems and methods 有权

    公开(公告)号：US12254620B2

    公开(公告)日：2025-03-18

    申请号：US17821482

    申请日：2022-08-23

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： John W. Henderson ,  Michael E. O'Brien ,  Esther S. Jeong ,  Matthew D. Moore ,  Andrew W. Long

    IPC: G06Q10/20 ,  G06T7/00 ,  G06V10/74

    Abstract: A replacement part validation system is presented that includes a scanning system that scans a received part and provides the scan results of the received part. The system also includes a part recognition module that, based on the received scan results of the received part and provides a part identification and a part quality metric. The system also includes a job assignment module that assigns the received part to an outstanding repair job. The system also includes an output generator that outputs the outstanding repair job and the part quality metric. The system also includes a computing processor that, based on the received scanned results, causes the part recognition module to review a database of parts and retrieve a most-likely match. The part quality metric is based on a comparison of the received part to the most-likely match. The computing processor causes the output generator to output the outstanding repair job and part quality metric to a source.

    REPLACEMENT PART VALIDATION SYSTEMS AND METHODS
    5.
    发明申请
    REPLACEMENT PART VALIDATION SYSTEMS AND METHODS 有权

    公开(公告)号：US20230060289A1

    公开(公告)日：2023-03-02

    申请号：US17821482

    申请日：2022-08-23

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： John W. Henderson ,  Michael E. O'Brien ,  Esther S. Jeong ,  Matthew D. Moore ,  Andrew W. Long

    IPC: G06T7/00 ,  G06V10/74 ,  G06Q10/00

    Abstract: A replacement part validation system is presented that includes a scanning system that scans a received part and provides the scan results of the received part. The system also includes a part recognition module that, based on the received scan results of the received part and provides a part identification and a part quality metric. The system also includes a job assignment module that assigns the received part to an outstanding repair job. The system also includes an output generator that outputs the outstanding repair job and the part quality metric. The system also includes a computing processor that, based on the received scanned results, causes the part recognition module to review a database of parts and retrieve a most-likely match. The part quality metric is based on a comparison of the received part to the most-likely match. The computing processor causes the output generator to output the outstanding repair job and part quality metric to a source.

    IDENTIFICATION OF A VEHICLE HAVING VARIOUS DISASSEMBLY STATES
    6.
    发明申请
    IDENTIFICATION OF A VEHICLE HAVING VARIOUS DISASSEMBLY STATES 有权

    公开(公告)号：US20230012796A1

    公开(公告)日：2023-01-19

    申请号：US17866159

    申请日：2022-07-15

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： Sophia S. Liu ,  Andrew W. Long ,  John W. Henderson ,  Matthew D. Moore ,  Esther S. Jeong

    IPC: G06V10/764 ,  G06V20/70 ,  G06V10/74

    Abstract: Aspects of the present disclosure relate to a method of identifying a vehicle, and a system thereof. The method can include receiving a first image of a vehicle from a first camera and classifying the vehicle in the first image with a vehicle class label. The method can also include determining a first vehicle fingerprint for the vehicle. The method can also include detecting any changes in the first vehicle fingerprint and the vehicle class label after a first time period. The detected changes in the first vehicle fingerprint can correspond to a disassembly state of the vehicle. The method can also include performing, if the vehicle class label is unchanged, at least one action in response to detected changes in the first vehicle fingerprint.

    LEARNING FRAMEWORK FOR ROBOTIC PAINT REPAIR
    9.
    发明申请
    LEARNING FRAMEWORK FOR ROBOTIC PAINT REPAIR 有权

    公开(公告)号：US20210323167A1

    公开(公告)日：2021-10-21

    申请号：US17270490

    申请日：2019-08-21

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： Brett R. Hemes ,  John W. Henderson ,  Nathan J. Herbst ,  Steven P. Floeder ,  Jeffrey P. Adolf

    IPC: B25J11/00 ,  B25J9/16 ,  B05D5/00 ,  G06N7/00

    Abstract: A method and associated system for providing robotic paint repair includes receiving coordinates of identified defects in a substrate along with characteristics of the defects, and communicating the coordinates to a robot controller module along with additional data needed to control a robot manipulator to bring an end effector of the robot manipulator into close proximity to the identified defect on the substrate. The characteristics of the defect and current state of at least the end effector is provided to a policy server that provides repair actions based on a previously learned control policy that is updated by a machine learning unit. The repair action is executed by communicating instructions for the repair action to the robot controller module and end effector.

    RESERVOIR FILTER FOR HAND-HELD SPRAY GUNS
    10.
    发明申请
    RESERVOIR FILTER FOR HAND-HELD SPRAY GUNS 审中-公开

    公开(公告)号：US20190168248A1

    公开(公告)日：2019-06-06

    申请号：US16323469

    申请日：2017-07-31

    Applicant: 3M INNOVATIVE PROPERTIES COMPANY

    Inventor： John W. Henderson ,  Stephen C.P. Joseph ,  Matthew V. Croyle

    IPC: B05B15/40 ,  B05B7/24

    Abstract: A spray gun reservoir including a cup, a lid, and a filter. The cup defines an internal containment volume. The lid defines an outlet. The filter is disposed between the containment volume and the outlet such that liquid flow from the containment volume to the outlet interfaces with the filter. The filter includes a knitted fabric filter media. The knitted fabric filter media can include filaments knitted in a pattern defining a plurality of pores, and is formed, at least in part, by warp knitting or weft knitting. At least some of the pore can be non-square in shape, including a triangular shape. The pores can be distributed across the knitted fabric filter media in a controlled, non-random manner. The knitted fabric filter media can include first and second layers of knitted fabric arranged to define a depth filter.

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