bill info extract Computer Vision Project

Duong Tran

Updated 2 years ago

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Classes (45)
ADDR
ADDR_PREFIX
AMOUNT
AMOUNT_PREFIX
BILLID
BILLID_PREFIX
CASHIER
CASHIER_PREFIX
D
DATETIME
DATETIME_PREFIX
FAX
FAX_PREFIX
FPRICE
FPRICE_PREFIX
NUMBER
NUMBER_PREFIX
OTHER
PHONE
PHONE_PREFIX
PRODUCT_NAME
PRODUCT_NAME_PREFIX
RECEMONEY
RECEMONEY_PREFIX
REMAMONEY
REMAMONEY_PREFIX
SHOP_NAME
SUB_TPRICE
SUB_TPRICE_PREFIX
TAMOUNT
TAMOUNT_PREFIX
TDISCOUNT
TDISCOUNT_PREFIX
TITLE
TPRICE
TPRICE_PREFIX
UDISCOUNT
UDISCOUNT_PREFIX
UNIT
UNIT_PREFIX
UPRICE
UPRICE_PREFIX
a
ct
fa
Description

Here are a few use cases for this project:

  1. Expense Management: This computer vision model can help businesses manage their expenses more effectively by automatically extracting and categorizing information from paper bills and receipts. The data is then processed for analysis to observe trends and manage budgets.

  2. Automating Accounting: A small business can implement this model to automatically input bill data into accounting software, minimizing human errors and speeding up the accounting process.

  3. Market Research: Extracting product and pricing data from retail bills can contribute to comprehensive market research, allowing companies to gain insights about pricing strategies and the popularity of different products.

  4. Customer Relationship Management (CRM): For a retail business, using this model can help track and analyze purchasing habits of customers. Information such as product name, price, and purchase date can be extracted and used to personalize future offers and recommendations.

  5. Personal Finance Apps: Use cases of such models can be found in personal finance apps that offer expense tracking features. The model can categorize and break down expenditures based on the extracted information, helping users understand their spending patterns better.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            bill-info-extract_dataset,
                            title = { bill info extract Dataset },
                            type = { Open Source Dataset },
                            author = { Duong Tran },
                            howpublished = { \url{ https://universe.roboflow.com/duong-tran/bill-info-extract } },
                            url = { https://universe.roboflow.com/duong-tran/bill-info-extract },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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