business

bill

Object Detection

bill Computer Vision Project

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Here are a few use cases for this project:

  1. Financial Auditing: This model could be used to automate the process of financial auditing in organizations. By scanning through bills and identifying various elements, it can ensure accuracy in financial records as well as detect any discrepancies.

  2. Expense Management: Individuals or businesses could use this model to manage their expenses more effectively. The model can identify and categorize various elements in the bills, making it easier for users to track their expenditures.

  3. Retail Analytics: Shop owners could use this model to analyze their sales and customer behaviors. By digitizing and extracting information from bills, businesses can gain insights into product performance, sales pattern, unit price, discounts, and more.

  4. Fraud Detection: Financial institutions could use this model as a tool for fraud detection. By analyzing elements in the bills, it can identify abnormal patterns or suspicious transactions.

  5. Automated Data Entry: This model can be used for automating the process of data entry from paper documents into digital formats. By recognizing various elements on the bills, it can efficiently input this data into a computer system, saving time and reducing errors.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

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

@misc{
                            bill-jzcpv_dataset,
                            title = { bill Dataset },
                            type = { Open Source Dataset },
                            author = { business },
                            howpublished = { \url{ https://universe.roboflow.com/business-ysg8i/bill-jzcpv } },
                            url = { https://universe.roboflow.com/business-ysg8i/bill-jzcpv },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-04-19 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the bill project in your project.

Source

business

Last Updated

8 months ago

Project Type

Object Detection

Subject

bill

Views: 157

Views in previous 30 days: 13

Downloads: 9

Downloads in previous 30 days: 0

License

CC BY 4.0

Classes

ADDR ADDR_PREFIX AMOUNT AMOUNT_PREFIX AMOUT 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 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