Vision AI Service Backend with FastAPI

FastAPI 기반 OCR 및 비전 AI Backend 서버

Requirements

• Python 3.11
  • check requirements directory for third-party packages
• MariaDB 11.1
• MongoDB
• Tesseract 5.4

Memo

• commends for running FastAPI dev server

fastapi dev main.py

• commends for running uvicorn server for debugging

main.py

Migration with Alembic

• initialize alembic

alembic init migrations

• create revision

alembic revision --autogenerate

• run migration to latest revision

alembic upgrade head

Docker

• Dockerfile build

docker build -t fast_vision .

• Docker container run

docker run -itd -p 8000:8000 --name fast_vision fast_vision