receipt-recognition

Self-hosted automated receipt recognition system (my university diploma project)

Main features:

• Make receipt OCR by photo;
• Automate selects receipt items (temporary only Velmart receipts);
• Classify selected items by 5 categories (foods, electronics, clothes, household);
• Automated relearning neural network;
• Saves receipt to NoSQL database;
• Friendly rest-api;
• Only Open Source technologies;

Installation

1. Install docker and docker-compose
2. git clone https://github.com/VTurturika/receipt-recognition.git && cd receipt-recognition
3. docker-compose build
4. docker-compose up -d
5. Enjoy!

Used technologies

• Tensorflow
• keras
• NumPy
• CherryPy
• Tesseract-OCR
• PyOCR
• NodeJS
• Express
• MongoDB

Requirements

• 64-bit Debian-based linux distribution (ubuntu will be perfect)

Licence

• MIT