公开(公告)号：US20240203081A1

公开(公告)日：2024-06-20

申请号：US18587550

申请日：2024-02-26

Applicant: MaShang Consumer Finance Co., Ltd.

Inventor： Yongchun LV ,  Hui ZHU ,  Xunyi ZHOU ,  Ning JIANG ,  Haiying WU

IPC: G06V10/22 ,  G06V10/77 ,  G06V10/771 ,  G06V10/774 ,  G06V10/82

CPC classification number: G06V10/22 ,  G06V10/771 ,  G06V10/7715 ,  G06V10/774 ,  G06V10/82

Abstract: Embodiments of the present application provide a processing method for an image recognition model and a related product. The processing method for the image recognition model includes: obtaining an image sample; determining a target object positioning box of the image sample, where the target object positioning box covers an area where an effective feature of the image sample is located; adjusting a pixel value of at least one pixel within the target object positioning box to obtain a preprocessed image sample; and training a network model based on the preprocessed image sample to obtain the image recognition model. The present application improves the concentration of the effective feature in the sample image and thus improves the regularization effect and reduces overfitting of the network model.