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Title:
MODEL GENERATION METHOD AND APPARATUS, IMAGE PROCESSING METHOD AND APPARATUS, AND READABLE STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/141094
Kind Code:
A1
Abstract:
A model generation method and apparatus, an image processing method and apparatus, and a readable storage medium. The model generation method comprises: acquiring training data, wherein the training data comprises sample images and labels of the sample images, and the labels comprise labels generated by using at least two image information acquisition methods; and training an initial model according to the sample images and the labels of the sample images, so as to generate an image processing model, wherein the image processing model is used for extracting image information, and the initial model comprises at least a single processing branch. When labels are labeled by using a plurality of image information acquisition methods, the problem of samples being insufficient caused by the limitation of a single labeling method can be avoided. In this way, training data labeled using a plurality of image information acquisition methods is acquired and is subjected to training, and the diversity and sufficiency of the training data can be ensured, so that the generalization capability of a finally generated image processing model can be improved to a certain extent, thereby improving the accuracy of image information subsequently extracted using the image processing model.

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Inventors:
ZHANG XUE (CN)
Application Number:
PCT/CN2020/141005
Publication Date:
July 07, 2022
Filing Date:
December 29, 2020
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Assignee:
SZ DJI TECHNOLOGY CO LTD (CN)
International Classes:
G06K9/62; G06K9/00
Foreign References:
CN111783646A2020-10-16
CN110427542A2019-11-08
CN110163252A2019-08-23
CN109543731A2019-03-29
CN111639540A2020-09-08
Attorney, Agent or Firm:
BEIJING RUN ZEHENG INTELLECTUAL PROPERTY LAW FIRM (CN)
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