Method and device for generating model and method and device for outputting information

A sub-model, a technology for discriminating information, applied in the computer field, can solve the problem that the classification results do not have reference meaning

Inactive Publication Date: 2019-07-19
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Or, even if a classification result is obtained after the classification judgment (for example, the classification result indicating that the ...

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  • Method and device for generating model and method and device for outputting information
  • Method and device for generating model and method and device for outputting information
  • Method and device for generating model and method and device for outputting information

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Embodiment Construction

[0034] The present disclosure will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0035] It should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The present disclosure will be described in detail below with reference to the accompanying drawings and embodiments.

[0036] figure 1 An exemplary system architecture 100 of an embodiment of a method for generating a model or an apparatus for generating a model, or a method for outputting information or an apparatus for outputting information to which embodiments of the present disclos...

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Abstract

The embodiment of the invention discloses a method and device for generating a model and a method and device for outputting information. A specific embodiment of the method for generating the model comprises the steps of obtaining a training sample set; using machine learning algorithms, taking sample images in training samples included in the training sample set as input data of an initial model;and taking the sample discrimination information corresponding to the input sample image as first expected output data of the initial model, taking the sample attribute information corresponding to the input sample image as second expected output data of the initial model, and performing training to obtain an identification model. Therefore, the training mode of the model is enriched, the identification model obtained by the embodiment of the invention is used for judging whether any image contains the target object or not and determining the attribute information of the target object in theimage, and the identification speed can be improved.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular to methods and devices for generating models and outputting information. Background technique [0002] In the prior art, the method of determining the attributes of a specific object in any image (such as the probability of belonging to a predetermined category, shape, etc.) is usually: first determine whether the above-mentioned specific object is included in the image; if the specific object is included, then further determine the above-mentioned Attributes of specific objects included in the image. [0003] As an example, in the application scenario of determining whether the face in the image is a male face or a female face, first, it is necessary to determine whether the image contains a human face object, and if so, then judge and classify it; if not If it contains, no classification judgment will be made. Or even if a classification result i...

Claims

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Application Information

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IPC IPC(8): G06K9/62
CPCG06F18/214G06F18/24
Inventor 王旭
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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