arnrs

Aircraft Registration Number Recognition System

Installation

1. Install Pytorch Engine (CUDA, ROCm or CPU) with anaconda

2. Clone Detectron2 Framework from Github with follow command:

   git clone https://github.com/facebookresearch/detectron2.git

3. Run Detectron2 Installtion with follow command:

   python -m pip install -e detectron2 -i https://pypi.tuna.tsinghua.edu.cn/simple

4. Install PaddlePaddle Engine (CUDA, ROCm or CPU) with anaconda

5. Install easyocr package with follow command:

   pip install easyocr -i https://pypi.tuna.tsinghua.edu.cn/simple

6. Install paddleocr package with follow command:

   pip install paddleocr -i https://pypi.tuna.tsinghua.edu.cn/simple

7. To solve opencv version issue, reinstall opencv and opencv-headless with follow commands (There may be some errors happen, you can ignore it)

   pip install opencv-python==4.2.0.34 -i https://pypi.tuna.tsinghua.edu.cn/simple

   pip install opencv-python-headless==4.2.0.34 -i https://pypi.tuna.tsinghua.edu.cn/simple

8. Replace packages rely in paddleocr from "tools.infer" to "paddleocr.tools.infer" with text editor, it's a bug from paddleocr

9. Finally enjoy it :)