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Training sample generation method and device, model training method and device and character recognition method and device

A training sample, character recognition technology, applied in the field of image recognition, can solve the problem of low accuracy of double-half character image recognition, and achieve the effects of accurate recognition, high recognition results, and high recognition accuracy

Pending Publication Date: 2020-04-28
CANAAN BRIGHT SIGHT CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] Aiming at the problem that it is easy to generate training samples that do not conform to the real situation in the above-mentioned prior art, and the character recognition model trained based on the training samples has a low recognition accuracy rate for double and half character images, a training sample generation, model Training, character recognition method and device thereof, and computer-readable storage medium, using the method and device, the above-mentioned problems can be solved

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  • Training sample generation method and device, model training method and device and character recognition method and device
  • Training sample generation method and device, model training method and device and character recognition method and device
  • Training sample generation method and device, model training method and device and character recognition method and device

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[0038]Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0039] In the present invention, it should be understood that terms such as "comprising" or "having" are intended to indicate the presence of features, numbers, steps, acts, components, parts or combinations thereof disclosed in the specification, and are not intended to exclude one or multiple other features, numbers, steps, acts, parts, parts or combinations thereof.

[0040] The following is a brief introduction to nouns that app...

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Abstract

The invention provides a training sample generation method and device, a model training method and device, and a character recognition method and device. The method comprises the steps: obtaining a character image, and determining each character contained in the character image; determining a weight value of each character contained in the character image by using a projection method, and labelingthe character image according to the weight value of each character contained in the character image to form a training sample; the model training method comprises the step of training a character recognition model by utilizing the training sample. The character recognition method comprises the step of performing character recognition by utilizing the character recognition model. By utilizing themethod and the device, accurate recognition of the character image of the double-half character type of the character wheel type meter can be realized, and an recognition result with bias and higherrecognition accuracy can be given.

Description

technical field [0001] The invention belongs to the technical field of image recognition, and in particular relates to training sample generation, model training, character recognition methods and devices thereof. Background technique [0002] This section is intended to provide a background or context for implementations of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] With the increasing development and improvement of intelligent systems, the rise of remote meter reading technology has solved the difficulties of manual meter reading statistics and has become an important part of the modern management system. Meters with wireless meter reading functions such as water meters, electricity meters, gas meters, etc. have begun to be gradually used in residential areas and high-end parks. [0004] As the basis and core of the automatic meter reading system of the wheel-shaped meter, ...

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Application Information

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IPC IPC(8): G06K9/34G06K9/62
CPCG06V30/153G06V30/10G06F18/214G06V30/1914G06V30/19147
Inventor 翟新刚张楠赓
Owner CANAAN BRIGHT SIGHT CO LTD
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