Code generation method and device, electronic equipment and readable storage medium

Abstract

The invention provides a code generation method and device, electronic equipment and a readable storage medium. The method comprises the steps of obtaining a webpage screenshot of a target front-end webpage and a webpage source code corresponding to the webpage screenshot; extracting a first feature of the webpage screenshot based on the convolutional neural network visual model with the attention mechanism, and extracting a second feature of the webpage source code based on the language processing network model with the attention mechanism; fusing the first feature and the second feature to obtain a fused feature; and generating a code of the target front-end webpage based on the fusion feature and the decoding model. The attention mechanism is added into the image processing module and the natural language processing module, and the webpage screenshot and the characteristics of the corresponding webpage source code are extracted and fused based on the attention mechanism, so that accurate and effective prediction of codes can be realized only through key calculation on a part of vocabularies with strong correlation and an image local region; therefore, the operation amount can be effectively reduced, and the operation efficiency and accuracy are effectively improved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a code generation method, device, electronic equipment and readable storage medium. Background technique [0002] With the development of Internet digital technology, the development of automated front-end technology has attracted more and more people's attention. There is a concept called Hyper Text Markup Language (HTML) in the automation front-end technology, which is a markup language, including a series of tags, through which the document format on the network can be unified, so that scattered Internet resources are connected as a logical whole. HTML text is a descriptive text composed of HTML codes, which associates text, graphics and other information media in the text through hyperlinks. [0003] The current bottleneck in the development of automated front-end technology is computing power. At present, using deep learning technology and synthetic training data...

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Problems solved by technology

[0005] The present invention provides a code generation method, device, electronic equipment and readable storage medium, which are us

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