Handwriting recognition method, device, electronic equipment and medium

Abstract

The embodiment of the invention discloses a handwriting recognition method. The method comprises the following steps: acquiring original handwriting track data in real time; compressing the original handwriting track data to obtain compressed handwriting track data; inputting the compressed handwritten track data into a compressed handwritten recognition model for recognition, obtaining a character recognition result corresponding to the original handwritten track data, obtaining the handwritten recognition model by training handwritten track data of each training datum in a training data set, and obtaining a character recognition result corresponding to the original handwritten track data. The compressed handwriting recognition model is obtained by performing model compression on the handwriting recognition model. According to the handwriting recognition method provided by the embodiment of the invention, the problem of low handwriting recognition accuracy caused by non-correct score in the prior art can be solved, and the handwriting recognition accuracy can be effectively improved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of the Internet, and in particular to a handwriting recognition method, device, electronic equipment and media. Background technique [0002] With the rapid development of Internet technology, in order to facilitate user input, a variety of input methods are usually provided, such as voice input, handwriting input, and pinyin input. When users use handwriting input, the handwriting input data will be passed through the handwriting recognition model. Identify, improve recognition efficiency, and make user experience better. [0003] However, the handwriting recognition framework for recognizing handwritten data in the prior art is usually based on a three-stage architecture of segmentation, combination and re-recognition. When recognizing continuous handwriting such as continuous handwriting, since there is no broken pen in the middle of the continuous handwriting, the segmentation ...

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a handwriting recognition method, device, electronic equipment, and medium, which can solve the problem of low accuracy of handwriting recognition caused by incorrect segmentation in the prior art, and can effectively improve the accuracy of handwriting recognition

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