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Information Extraction for Vietnamese Receipts in the wild

This repository is final project of CS532 course - CVCI at UIT-VNUHCM. This project aims to build a API for extracting Vietnamese Receipts in the wild in real time.

The author:

  • Nguyen Le Anh Quan - 19522081
  • Nguyen Kha Tien - 19522337
  • Nguyen Thanh Vinh

1) Our processing pipeline:

2) How to run:

Using docker-compose to easily run the project. You can change the local database environment in config/db.env.

COMPOSE_DOCKER_CLI_BUILD=1 DOCKER_BUILDKIT=1 docker-compose --env-file=config/db.env up --build

Note:

  • The VietOCR TensorRT model was build on RTX2080Ti. You need at least a GPU with 12GB VRAM to run the whole system. To convert the VietOCR to your GPU, please follow this repository to rebuild.