VEHICLE ASSIST DRONE
    2.
    发明公开

    公开(公告)号:US20240019864A1

    公开(公告)日:2024-01-18

    申请号:US17864734

    申请日:2022-07-14

    Abstract: Particular embodiments described herein provide for a vehicle assist drone. The vehicle assist drone can be operated in different modes. For example, the vehicle assist drone can be deployed in a user of an AV service assist mode, a clear occlusion mode, refined routing mode, a security mode, a search and rescue mode (e.g., search for missing child mode), or some other mode. In addition, the vehicle assist drone can be used to supplement a vehicle's sensors. For example, supplementary sensor data from the vehicle assist drone can be used in place of the vehicle's sensors or combined with sensor data from the onboard sensors of the vehicle to supplement the vehicle's sensors.

    METHOD AND SYSTEM FOR DETECTING TYPICAL OBJECT OF TRANSMISSION LINE BASED ON UNMANNED AERIAL VEHICLE (UAV) FEDERATED LEARNING

    公开(公告)号:US20230238156A1

    公开(公告)日:2023-07-27

    申请号:US17987203

    申请日:2022-11-15

    Abstract: A method and system for detecting a typical object of a transmission line based on UAV federated learning. The method includes: determining a detection model for a typical object of a transmission line by YOLOv3 object detection algorithm according to a prior database for the typical object; dividing a UAV network into multiple federated learning units; acquiring pictures, taken by the UAV network, of the typical object and tags corresponding to each picture to determine a training database; training, based on Horovod framework and FATE federated learning framework, each federated learning unit according to the training database and the detection model for the typical object, and determining the trained UAV network according to the trained federated learning unit; and determining, by the trained UAV network, the typical object in each picture. A congestion of communication links is avoided, thereby improving detection efficiency.

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