Printing and typesetting system and method based on deep learning

Abstract

The invention discloses a printing and typesetting system and method based on deep learning. The method comprises the following steps that: a printing and typesetting system obtains a plurality of pictures, collects feature information on the pictures and generates a training set; the deep learning model of the printing and typesetting system trains the training set, and extracts the feature information of the pictures contained in the training of the deep learning model, and the printing and typesetting system analyzes the feature information so as to finish training the deep learning model;through the printing and typesetting system, the size of a printing layout is set; the printing and typesetting system obtains a picture to be printed and collects the feature information on the picture to be printed, and the deep learning model which finishes being trained in the S2 is combined with the printing layout of the S3 to carry out color classification on the picture to be printed and the arrangement of color distribution to generate a printing plate; and the printing and typesetting system outputs the printing plate to a printing unit, and the printing unit carries out production according to the printing layout.

Description

technical field [0001] The invention belongs to the technical field of printing automatic typesetting, and in particular relates to a printing typesetting system and method based on deep learning. Background technique [0002] Color printing is the reproduction of images or text in color. It involves many steps and conversion processes. Only through proper typesetting and distribution can high-quality color reproductions be produced. Due to the technical limitations of traditional printing machines and digital printing machines, in the printing process, in order to ensure the color quality of printed matter, if the same type of color on the printed matter is arranged in adjacent areas, the printing quality can be significantly improved. If the dark and light colors are arranged irregularly, or if the contrasting colors are arranged adjacent to each other, the output quality will be significantly reduced. At present, in the printing process such as business cards, leaflets, ...

AI Technical Summary

Problems solved by technology

[0003] The purpose of the present invention is to solve the technical problem of manual classification and typesetting according to the color of the document, to provide a kind of intelligent automatic printing and typesetting based on the color of the document that can simulate human senses, improve the printing work efficiency and printing quality, and print based on deep learning. Typesetting system and method

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