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Aircraft Registration Number Recognition System
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Bigsk 1b4dfa4449 fixed a cuda config bug
2023-01-27 13:41:39 +08:00
out added near block merge function and fixed some bugs 2023-01-21 22:46:29 +08:00
test fixed paddleocr merge bug, improved search function 2023-01-21 16:15:18 +08:00
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aircraftDatabase.csv fixed paddleocr merge bug, improved search function 2023-01-21 16:15:18 +08:00
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main.py fixed a cuda config bug 2023-01-27 13:41:39 +08:00
README.md first version beta 2023-01-18 17:03:53 +08:00

README.md

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 :)