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METHOD FOR ID CARD RECOGNITION AND APPLICATION FOR THE SAME METHOD

机译:身份证识别方法及其应用

摘要

The identification method using deep learning implemented by an application stored in a user terminal according to the present invention includes extracting an outline region of an identification card included in an input image using a first neural network model; Transforming the ID image in the image into a reference form using at least a portion of the extracted outline region; And using a third neural network model to determine whether a valid identification card image is valid and recognize text information in a valid identification card image according to the presence or absence of a recognition inhibiting element in the modified identification card image. By using the neural network model, the identification of the identification card can be increased by transforming the identification card image into a reference form.
机译:根据本发明的利用由存储在用户终端中的应用实现的深度学习的识别方法包括:使用第一神经网络模型提取包括在输入图像中的识别卡的轮廓区域;以及使用所提取的轮廓区域的至少一部分将图像中的ID图像转换为参考形式;并且使用第三神经网络模型来确定有效的身份证图像是否有效,并根据修改后的身份证图像中是否存在识别禁止元素来识别有效的身份证图像中的文本信息。通过使用神经网络模型,可以通过将身份卡图像转换为参考形式来增加身份卡的身份。

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