Image identification method, device and system

An image recognition and image technology, applied in the field of image processing, can solve problems such as unsatisfactory recognition effect
CN107545271AActive Publication Date: 2018-01-05ALIBABA GRP HLDG LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
ALIBABA GRP HLDG LTD
Publication Date
2018-01-05

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Abstract

The present invention provides an image identification method, device and system. The method comprises: obtaining an image to be identified; and obtaining an image identification model, wherein the image identification model is generated by performing machine learning of a training sample. The training sample comprises: training images, cluster tag of the training images and dichotomy tag of the training images, wherein clustering tags of the training images are obtained after clusterings of the training images. The image identification model is employed to perform identification of the imageto be identified and determine the dichotomy scoring of the image to be identified. The image identification method can improve an identification effect of a dichotomy image.
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Description

technical field

[0001] The present application relates to the technical field of image processing, in particular to an image recognition method, device and system. Background technique

[0002] Due to the advantages of images such as being beautiful and intuitive, a lot of information can be displayed in the form of images, for example, product information is displayed in the form of images. However, many product images will contain non-subject information such as promotional text, advertising text, watermark, logo, etc. outside the main body of the product. This part of information can be commonly referred to as psoriasis on the image. for psoriasis images. Since the psoriasis on the image will seriously affect the user experience, it is necessary to identify the psoriasis image for subsequent processing such as image filtering.

[0003] In related technologies, a text line detection method is usually used to identify psoriasis images. However, since there are more and m...

Claims

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