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Information processing method and device, electronic device and storage medium

An information processing method and equipment technology, applied in the electronic field, can solve the problems of complex training process, difficulty in training new equipment, and difficulty in data acquisition, etc.

Active Publication Date: 2021-07-06
CHINA MOBILE COMM LTD RES INST +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the acquisition of training data is difficult due to user privacy and / or sample collection costs, which makes it difficult to obtain data, which in turn makes it difficult to train new devices.
In addition, during the training process, the sample data obtained may be complex, resulting in a complex training process, and the reliability of the trained recognition model is low

Method used

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  • Information processing method and device, electronic device and storage medium
  • Information processing method and device, electronic device and storage medium
  • Information processing method and device, electronic device and storage medium

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Embodiment Construction

[0082] The technical solutions of the present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments.

[0083] Such as figure 1 As shown, this embodiment provides an information processing method, including:

[0084] Step S110: Get the first data provided by the first device and the data label of the first data;

[0085] Step S120: Get the second data acquired at the same time at the first device and the second device;

[0086] Step S130: Classify the first data and the second data;

[0087] Step S140: Depending on the result of the classification, the data tag of the first data is passed to the second data belonging to the same class as the first data;

[0088] Step S150: Construction of training sets based on data tags of the second data and the second data;

[0089] Step S160: Based on the training set training identification model.

[0090] In this embodiment, the information processing method can be used for an...

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Abstract

The embodiment of the invention discloses an information processing method and device, electronic equipment and a storage medium. The information processing method includes: obtaining the first data provided by the first device and the data label of the first data; obtaining the second data collected by the first device and the second device at the same time; classify with the second data; according to the result of classification, transfer the data label of the first data to the second data belonging to the same category as the first data; based on the second data and the first data Two data labels are used to construct a training set; and a recognition model is trained based on the training set.

Description

Technical field [0001] The present invention relates to the field of electronic technology, and more particularly to an information processing method and device, an electronic device, and a storage medium. Background technique [0002] In the prior art, model training is usually utilized, so that the application is used to use the training model, for example, the data classification or data is based on the data tag, and the device is based on classification or data label. Operation. For example, in the application scenario of the wearable device, the wearable device needs to identify the user's actions. The data of the acquired user action is input data, and the identification of the action can be deemed as the category or data tag of the action. In the application scenario, there is usually a wearable device to the identification scenario, and an old device is also removed from the recognition scenario. New equipment is added to re-acquire training data for model training. Howev...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06F3/01
CPCG06F3/011G06F18/24G06F18/214
Inventor 马丽秋
Owner CHINA MOBILE COMM LTD RES INST