expiration-date-detection

An API that detect expiration date from the product package's picture based on Deep Learning Algorithms. The project developed for Delhaize managed by BeCode.

Approach

• Scientific Approach
• FCOS
• TesseractOCR

Technologies

- Python 3.9.5 
- FastAPI 0.78.0
- opencv 4.5.5
- PyTorch 1.5.0
- PyTesseract 0.3.9

Installation

• [X] clone repository
• [X] pip install -r requirements.txt
• [X] run python main.py

REST-API Endpoints

• GET
  • /camera/
  • /my_api/
  • /picture/
  • /options/
• POST
  • /take_picture_camera/
  • /load_picture/

Project Guideline

• Duration: 2 Weeks
• API Deployment: Heroku
• Deadline: 03.06.22