OCR AI Tool Developer for Invoice Data Extraction
Description:
We are seeking a skilled freelancer to develop an Optical Character Recognition (OCR) AI tool specifically designed for extracting key data elements from invoices, receipts, bills, and tickets. The primary focus will be on accurately capturing information such as brutto amount, net amount, VAT amount, bill number, and company data of the issuer from images, PDFs, and various formats.
Responsibilities:
1. Design and implement an OCR AI system, by adapting existing AI solutions to recognize and extract specific data points from invoices and receipts.
2. Train the OCR model on diverse datasets to ensure adaptability to different fonts, layouts, and styles commonly found in invoices.
3. Develop functionality to extract and organize data, including brutto amount, net amount, VAT amount, bill number, and issuer's company details.
4. Integrate the OCR tool with Excel to export the extracted data in a structured format.
5. Implement a feature to refill the extracted data into another webform, form on website or spreadsheet, ensuring seamless integration with existing workflows.
6. Fine-tune the OCR model to improve accuracy and performance over time, considering variations in invoice formats and languages.
7. Provide documentation and user guidelines for the deployed OCR AI tool.
Requirements:
1. Proven experience in developing OCR solutions, particularly for invoice data extraction.
2. Strong proficiency in machine learning, computer vision, and relevant programming languages
3. Familiarity with OCR libraries and frameworks.
4. Ability to handle diverse document layouts and formats for optimal extraction accuracy.
5. Experience in integrating OCR tools with Excel and webforms.
6. Demonstrated problem-solving skills and attention to detail.
7. Strong communication skills to understand and meet client requirements.
How to Apply:
Interested freelancers are invited to:
- submit their portfolio, relevant experience, and
- a brief proposal outlining their approach to developing the OCR AI tool for invoice data extraction.
- Please include estimated project timelines and rates.
-
10 days823 USD
580 14 2 10 days823 USDGood day,
I did a similar project, to extract data from documents in the Czech language. I used this questioning. We also have a fine tuning of this model. And I put everything in the rest of the apes.
Please go to the private message to discuss details. The price and budget to discuss, I put anything to put the power into the question.
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