Method and system for extracting financial information for accounting

A technology for financial and category information, applied in the field of intelligent identification, which can solve problems such as unfavorable big data analysis and inability to apply financial records

Pending Publication Date: 2020-11-24
励程
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the above scheme can only be used for specific types of accounting tickets, and cannot be applied to situations where there are a large number of different sources of financial records, as well as pages involving financial information in multiple software, which is not conducive to further applications such as big data analysis after information recording

Method used

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  • Method and system for extracting financial information for accounting
  • Method and system for extracting financial information for accounting
  • Method and system for extracting financial information for accounting

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0134] In the method for extracting financial information for accounting, the steps are as follows.

[0135] Step 1: Receive an image with financial information;

[0136] Step 1.1: The received images containing financial information can be pictures or videos, etc.;

[0137] Step 1.2: The image sources for generating pictures or videos are generally obtained by taking screenshots or screen recordings of pages including but not limited to transaction records, capital flow records, and asset and liability records in software that has created financial information; asset records, transaction records Both are a type of financial records.

[0138] Step 2: Use the preset classification model to classify the images containing financial information according to the source of generating financial information to obtain image category information and category numbers;

[0139] Step 2.1: The classification model is obtained by using the neural network model to perform classification and...

Embodiment 2

[0155] Embodiment 2 can be regarded as a preferred example of Embodiment 1. The system for extracting financial information for accounting described in Embodiment 2 utilizes the method steps for extracting financial information for accounting described in Embodiment 1.

[0156] like figure 1 As shown, in the system for extracting financial information for accounting, after receiving images, it classifies the image categories, extracts image information according to the categories, and then associates accounting. Specifically, the following modules are included:

[0157] Module S1: using a first device to receive a first image;

[0158] Module S2: using a preset classification model to classify the first image according to the generation source, and generate image category information and image category number;

[0159] Module S3: According to the image category number, use the preset financial information extraction model corresponding to the category of the image category ...

Embodiment 3

[0176] like Figure 5 As shown, step S3 and step S4 in embodiment 1 are further optimized in this embodiment, and the specific content of this embodiment is as follows:

[0177] Step S1: using a first device to receive a first image;

[0178] Step S2: Use a preset classification model to classify the first image according to the generation source, and generate image category information and image category number;

[0179] Step S3: Extract all text and image information in the first image using a preset text image information extraction model;

[0180] Step S4: According to the image category number, use the preset financial information analysis model corresponding to the category of the image category number, match and filter out the financial fields associated with the preset financial information dictionary from the extracted text image information, and generate different extract financial records;

[0181] Step S5: Record the image category information and the text and / o...

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PUM

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Abstract

The invention provides a method and a system for extracting financial information for accounting. The method comprises the following steps: receiving a first image by using first equipment; using a preset classification model to classify the first image according to a generation source, and generating image category information and an image category number; extracting text and/or image informationof financial fields associated with one or more regions in the first image by using a preset classified financial information extraction model corresponding to the image category number according tothe image category number; and recording the image category information and the text and/or image information of the financial fields associated with one or more regions in the first image into a financial account book. By adopting a neural network model in the artificial intelligence technology to identify the image containing the financial information and extract the financial information for accounting, the problem of low efficiency of traditional manual accounting is solved, and the effect of quickly and accurately summarizing and accounting a large amount of financial information generated by different sources is achieved.

Description

technical field [0001] The invention relates to the technical field of intelligent identification, in particular to a method and system for extracting financial information for accounting. Background technique [0002] The traditional manual bookkeeping method is inefficient. Collecting and bookkeeping of a large amount of financial information generated from different sources often requires a lot of manpower and material resources, and is prone to errors, resulting in losses that are difficult to make up. Therefore, an efficient accounting method needs to be proposed. [0003] Patent document CN109636557A discloses an intelligent classified accounting method based on bill identification, including the steps of generating accounting vouchers: acquiring the image of the original bill and obtaining the bill information through image recognition; matching the bill type rules through the bill information to determine the corresponding Accounting ticket types, the ticket type ru...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/00G06K9/32G06K9/62G06N3/04
CPCG06Q40/125G06V20/62G06N3/045G06F18/22G06F18/214G06F18/24
Inventor 励程
Owner 励程
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