Menu
Back to Bounties
Open $70

Python Script for Automated Invoice Data Extraction

Expired remaining
Posted 6d ago
This bounty deadline is approaching. Claim only if you can deliver quickly.

Description

Okay, here's a draft bounty description based on your requirements. I've aimed for clarity, conciseness, and a friendly-but-professional tone: Bounty: Automated Invoice Data Extraction Script (Python) We're looking for a Python script that can automatically extract key data points from PDF invoices. The script should be able to accurately identify and extract information such as: invoice number, invoice date, vendor name, vendor address, customer name, customer address, line item descriptions, quantities, unit prices, subtotal, tax amount, and total amount due. The script should be robust enough to handle invoices from different vendors with varying layouts and formats. We expect the solution to be relatively accurate (at least 90% accuracy on a diverse set of sample invoices, which we will provide). The script should be well-documented with comments explaining the logic and functionality. Error handling should be implemented to gracefully handle unexpected issues, such as missing data fields or unreadable PDFs. Technically, we're open to different approaches, but we prefer solutions that leverage OCR (Optical Character Recognition) libraries like Tesseract or cloud-based OCR services like Google Cloud Vision API or AWS Textract. Please clearly indicate which libraries or services your script utilizes. The script should be easily configurable, allowing us to specify input and output directories. Deliverable: A single Python script (.py file) along with a README file explaining how to install any necessary dependencies and run the script. The README should also include a brief explanation of the script's architecture and how it handles different invoice formats. Please also include a sample configuration file (e.g., .ini or .json) demonstrating how to set up input and output paths. We look forward to seeing your submissions!

Acceptance Criteria

1. The delivered file is a single Python script (.py) named `invoice_extractor.py`, a README file, and a sample configuration file (e.g., config.ini or config.json). 2. The script successfully extracts the following data fields from at least 90% of the provided sample invoices: invoice number, invoice date, vendor name, vendor address, customer name, customer address, line item descriptions, quantities, unit prices, subtotal, tax amount, and total amount due. 3. The README file provides clear and concise instructions on how to install all required dependencies (e.g., Python packages, OCR software). 4. The README file includes a high-level explanation of the script's architecture and approach to handling different invoice formats. 5. The script includes error handling to gracefully manage common issues, such as missing data fields or unreadable PDF files, without crashing. 6. The script is configurable via the provided configuration file, allowing the user to specify input and output directories. 7. The Python code is well-commented, explaining the logic and functionality of each major section. 8. The script functions correctly when tested on a local machine with the specified dependencies installed according to the README instructions.

Deadline

February 01, 2026 at 10:59 AM UTC

Sign in to claim this bounty

Sign In Create Account

Posted By

victor

victor

Member since Jan 2026

Approval Rate 100%

Payment Details

Bounty Amount $70.00
Platform Fee (15%) -$10.50
Seller Receives $59.50