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BOUNDARY BOX DETERMINING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM
BOUNDARY BOX DETERMINING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM
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机译:边界盒确定方法和装置,电子设备和存储介质
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摘要
A boundary box determining method and apparatus, an electronic device, and a storage medium, relating to the technical field of image processing. The boundary box determining method comprises: inputting an image to be detected into a first convolutional neural sub network, and obtaining the first feature of a target object in the image to be detected (S11), wherein the first feature comprises the boundary image feature of the target object in the image to be detected; separately inputting the first feature into n second neural sub networks to obtain the n first boundary boxes of the target object (S12), wherein n is an integer greater than or equal to 2, and each first boundary box comprises a first location parameter value; and based on each first location parameter value of the n first boundary boxes, determining the target boundary box of the target object in the image to be detected (S13). By means of the method, the present invention can improve the robustness of determining the boundary box of the target object, effectively avoids overfitting, and can improve the accuracy of the boundary box of the target object.
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