Invoice_data Computer Vision Project

Personal

Updated a year ago

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Classes (7)
CompanyDetails
CompanyName
CustomerDetails
InvoiceDetails
OtherDetails
ShiptoAddress
TableDetails

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Description

Here are a few use cases for this project:

  1. Automated Invoice Processing: The "Invoice_data" computer vision model can be used to automate invoice processing in large corporations. By classifying and extracting detailed information, it significantly reduces manual input and speeds up payment and approval processes.

  2. Financial Audit Automation: Auditing firms might use this model to smoothly extract information from a large number of invoices. By efficiently classifying invoice-related data, it could improve accuracy and save time in audit procedures.

  3. Accounts Payable/Receivable: For businesses with high transaction volumes, the model could help to auto-classify and enter data into respective ledgers, easing the task of account reconciliation, reducing human error, and ensuring real-time updates.

  4. Invoice Fraud Detection: Using this model, firms can verify the authenticity of the invoice by ensuring the details match with their database. Any mismatch in the data could highlight potential fraud.

  5. B2B E-commerce platforms: The model could be used by platforms to automate the extraction and encoding of transactional data from businesses that upload their invoices for verification or for availing of financing options. This would help in accelerating the transaction process.

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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{
                            invoice_data-puetu_dataset,
                            title = { Invoice_data Dataset },
                            type = { Open Source Dataset },
                            author = { Personal },
                            howpublished = { \url{ https://universe.roboflow.com/personal-17k7d/invoice_data-puetu } },
                            url = { https://universe.roboflow.com/personal-17k7d/invoice_data-puetu },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { nov },
                            note = { visited on 2024-12-18 },
                            }
                        
                    

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