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Sample generation method and device and sample training method and device

A sample and sample image technology, applied in the field of big data, can solve the problem of low sample data collection efficiency, achieve the effect of reducing the collection cycle and improving collection efficiency

Pending Publication Date: 2020-10-16
LENOVO (BEIJING) LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, it takes a lot of manpower and material resources to obtain a large amount of sample data for statistical analysis, resulting in low efficiency of sample data collection

Method used

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  • Sample generation method and device and sample training method and device
  • Sample generation method and device and sample training method and device
  • Sample generation method and device and sample training method and device

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Embodiment Construction

[0057] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application.

[0058] Before further describing the embodiments of the present application in detail, the nouns and terms involved in the embodiments of the present application are described, and the nouns and terms involved in the embodiments of the present application are applicable to the following explanations.

[0059] 1) Data mining is the computational process of discovering patterns in relatively large data sets using the intersectional methods of artificial intelligence, machine learning, statistics, and databases.

[0060] 2) The training data refers to the data used to train the data mining model during the data mining process. The selection of training data generally has the following requirements: the data sample is as large as possible, the data is diverse, and the quality of...

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Abstract

The embodiment of the invention discloses a sample generation method. The method comprises the steps of acquiring a first image with a first target object ; acquiring a target template image having anassociation relationship with the first contour shape of the first target object, wherein the target template image comprises a target application scene; and generating a sample image based on the target template image and the first image. The embodiment of the invention further discloses an information processing device.

Description

technical field [0001] The present application relates to the field of big data technology, in particular to a sample generation method, sample training method and device. Background technique [0002] At present, with the advent of the cloud era, big data has also attracted more and more attention from the majority of R&D personnel. The application of big data, especially the artificial intelligence based on big data, has had a significant impact on people's lives. Based on big data analysis, for example, through sample statistics of a certain type of sample data, the corresponding model is obtained, so that the model obtained by the analysis can be used to quickly detect and analyze this type of object to improve the efficiency of detection and analysis. [0003] However, currently it takes a lot of manpower and material resources to obtain a large amount of sample data for statistical analysis, resulting in low efficiency of sample data collection. Contents of the inve...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/46
CPCG06V10/44G06V10/751G06F18/214
Inventor 梁慧芳陈锋黄卡尔朱光宇陈志兴
Owner LENOVO (BEIJING) LTD