invoice Computer Vision Project

lker Galip

Updated 2 years ago

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Classes (9)
bank_info
communication
customer_info
invoice_detail
logo
paragraph
table
total_price
vendor_info
Description

Here are a few use cases for this project:

  1. Digital Bookkeeping Systems: Developers can integrate the "invoice" model into bookkeeping software, where it scans, reads, and categorizes information from physical or digital invoices. It automates the accounting process by sorting invoices into specific classes like vendor_info, total_price, etc.

  2. Expense Management Applications: Companies can use this model to simplify expense tracking, where employees just need to upload the invoice image, and the model will extract required details like vendor_info, total_price and more.

  3. OCR (Optical Character Recognition) Systems: The "invoice" model can significantly enhance OCR systems, allowing for context-aware recognition of specific text elements within images of documents, such as an invoice's details, bank info, and customer info.

  4. Automatic Auditing Systems: The model can be utilized by auditing firms to automate the auditing process. It would help to compare details of scanned invoices with saved financial records, spotting any disparities instantly.

  5. Vendor Management Systems: Large companies dealing with multiple vendors can use the "invoice" model in their vendor management systems. The model would automatically extract and categorize information about the vendor and the services rendered from the invoices.

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{
                            invoice-oevrd_dataset,
                            title = { invoice Dataset },
                            type = { Open Source Dataset },
                            author = { lker Galip },
                            howpublished = { \url{ https://universe.roboflow.com/lker-galip/invoice-oevrd } },
                            url = { https://universe.roboflow.com/lker-galip/invoice-oevrd },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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