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Method, device, device and storage medium for layout elements

An element and layout technology, applied in the computer field, can solve the problems of unconsidered element features and unreasonable pages, and achieve the effect of improving rationality and high accuracy

Active Publication Date: 2020-09-04
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this technical solution does not consider the characteristics of the elements themselves in the process of page design, resulting in an unreasonable page design

Method used

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  • Method, device, device and storage medium for layout elements
  • Method, device, device and storage medium for layout elements
  • Method, device, device and storage medium for layout elements

Examples

Experimental program
Comparison scheme
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Embodiment approach

[0088] The first implementation manner: concatenate the respective features of the multiple sample elements; use the concatenated features of the multiple sample elements as the first training set to train the generator in the generative confrontation network.

[0089] The second implementation mode: add the respective features of the plurality of sample elements; use the added features of the plurality of sample elements as the first training set, and conduct the generator in the generative confrontation network train.

[0090] After obtaining a plurality of sample elements, in order to consider the characteristics of the elements to be laid out in the process of applying the layout parameter generation model in this embodiment to generate the layout parameters of the elements to be laid out, this embodiment proposes that in the process of training the generator In , the respective features of multiple sample elements are concatenated or added as the input of the generator to...

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Abstract

The embodiment of the invention provides an element layout method, device and equipment and a storage medium. The method comprises the steps of obtaining a sample layout result and a plurality of sample elements included in the sample layout result; Respectively training a generator and a discriminator in the generative adversarial network based on the plurality of sample elements; Determining a generator in the generative adversarial network at the end of training as a layout parameter generation model; Inputting a plurality of to-be-arranged elements into the layout parameter generation model to obtain respective layout parameters of the to-be-arranged elements; And according to the respective layout parameters of the plurality of to-be-laid-out elements, laying out the plurality of to-be-laid-out elements.

Description

technical field [0001] The embodiments of the present application relate to the field of computer technology, and in particular, to a method, device, device, and storage medium for laying out elements. Background technique [0002] With the development of social economy, in people's daily life and work, people often need to browse many pages, for example: web pages, advertisement pop-up windows, etc. Usually, these pages are manually designed by the designer. Based on his own design experience, the designer lays out the elements to be placed on the page, decides the placement of each element on the page, and then designs multiple page. [0003] In order to save labor costs, related technologies propose a technical solution for page design using a loss function. First, the designer sets the loss function based on his own design experience; then, he lays out and optimizes each element to be placed on the page until the loss value output by the loss function is the smallest. ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F8/38G06N3/04G06N3/08
Inventor 汤传新
Owner BEIJING SANKUAI ONLINE TECH CO LTD