Industrial robotics systems and methods for continuous and automated learning

    公开(公告)号:US11592806B2

    公开(公告)日:2023-02-28

    申请号:US17336061

    申请日:2021-06-01

    摘要: In an aspect of the disclosure, a method, a computer-readable medium, and an apparatus are provided. The apparatus may maintain an first dataset configured to select pick points for objects. The apparatus may receive, from a user device, a user dataset including a user selected pick point associated with at least one object and a first image of the at least one first object. The apparatus may generate a second dataset based at least in part on the first dataset and the user dataset. The apparatus may receive a second image of a second object. The apparatus may select a pick point for the second object using the second dataset and the second image of the second object. The apparatus may send information associated with the pick point selected for the second object to a robotics device for picking up the second object.

    Computing system with discriminative classifier for determining similarity of a monitored gas delivery process

    公开(公告)号:US11567476B2

    公开(公告)日:2023-01-31

    申请号:US17007162

    申请日:2020-08-31

    摘要: A gas delivery apparatus is provided, comprising a system controller configured to collect valve position information and sensor information from at least a plurality of the sensors and valves, store the valve position information and sensor information into the monitored gas delivery process data, and execute the discriminative classifier including a first artificial intelligence (AI) model configured to extract features in a first input image of the monitored gas delivery process; a second AI model configured to extract features in a second input image of a golden gas delivery process; and a contrastive loss function configured to calculate a similarity between the first input image and the second input image based on outputs of the first AI model and the second AI model, and output a repeatability confidence value based on a similarity index between the first input image and the second input image.

    Techniques for on-body fabrication of wearable objects

    公开(公告)号:US11507039B2

    公开(公告)日:2022-11-22

    申请号:US15406620

    申请日:2017-01-13

    申请人: AUTODESK, INC.

    摘要: In various embodiments, a wearable object engine generates wearable objects. The wearable object engine represents a digital design of a wearable object as toolpaths. In operation, the wearable object engine generates visual guidance that indicates a portion of the design based on the toolpaths, a configuration associated a nozzle of a fabrication device, and a configuration associated with a portion of a human body. The wearable object engine causes the visual guidance to be displayed on the portion of the human body. As the nozzle moves over the portion of the human body, the nozzle extrudes fabrication material that forms the portion of the wearable object directly on the portion of the human body. Advantageously, a designer may control the nozzle to fabricate the wearable object while receiving visual guidance based on the digital design.

    Method for sensing depth of object by considering external light and device implementing same

    公开(公告)号:US11498228B2

    公开(公告)日:2022-11-15

    申请号:US16622202

    申请日:2018-05-29

    摘要: The present disclosure relates to a method for sensing the depth of an object by considering external light and a device implementing the same, and a method for sensing the depth of an object by considering external light according to an embodiment of the present disclosure comprises the steps of: storing, in a storage unit, first depth information of an object, which is sensed at a first time point by a depth camera unit of a depth sensing module; storing, in the storage unit, second depth information of the object, which is sensed at a second time point by the depth camera unit; comparing, by a sensing data filtering unit of the depth sensing module, the generated first and second depth information to identify a filtering target region from the second depth information; and adjusting, by a control unit of the depth sensing module, the depth value of the region filtered from the second depth information.