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AssigneeHuawei Cloud Computing Technologies Co., Ltd.
InventorsWuheng Xu, Minghui Liao, Zecheng Xie
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An image recognition model training method may be applied to the field of cloud computing. The method includes: A first training apparatus on a user local side inputs, into an encoding module, a first image dataset stored on the user local side, to train the encoding module to obtain a trained encoding module. A second training apparatus on a cloud obtains the trained encoding module from the first training apparatus; and inputs a labeled second image dataset stored on the cloud into an image recognition model that includes the recognition module and the trained encoding module, to train the recognition module to obtain a trained recognition module. According to the method, an image recognition model can be trained using image data of a user while privacy leakage of the user is avoided.
An image recognition model training method, wherein an image recognition model comprises an encoding module and a recognition module, the encoding module is configured to extract a feature of a target object from an image to obtain an encoding vector of the target object, the recognition module is configured to recognize the target object based on the encoding vector of the target object, and the method comprises:
An image recognition model training system, wherein an image recognition model comprises an encoding module and a recognition module, the encoding module is configured to extract a feature of a target object from an image to obtain an encoding vector of the target object, the recognition module is configured to recognize the target object based on the encoding vector of the target object, and the system comprises:
An image recognition model training method, applied to a training apparatus on a cloud, wherein an image recognition model comprises an encoding module and a recognition module, the encoding module is configured to extract a feature of a target object from an image to obtain an encoding vector of the target object, the recognition module is configured to recognize the target object based on the encoding vector of the target object, and the method comprises:
Dependencies are inferred from the claim text.