An ancient font classification method based on a convolutional neural network
A technology of convolutional neural network and classification method, which is applied in the field of ancient font calligraphy classification based on convolutional neural network, and can solve problems such as font style classification
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[0043] The present invention will be further described below with reference to the drawings and embodiments.
[0044] As shown in the figure, the ancient font classification method based on convolutional neural network includes the following steps:
[0045] Step 1. Data set acquisition, by using BeautifulSoup in crawler technology to crawl a single calligraphy character pre-segmented in the CADAL digital library, first parse the HTML of the web page to obtain the source code, and then put the read information into BeautifulSoup, It is parsed into objects for processing, and the method of searching the document tree is adopted to obtain the picture link in the img tag, download the picture through the link to the specified file address, and finally obtain five types of standard ancient font style images to form the experiment of the present invention. The ancient font image dataset.
[0046] Step 2. Data expansion, expand the number of data samples on the ancient font image data set ...
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