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pytorch.dl

Installation

sudo apt install libcurl4-gnutls-dev librtmp-dev
pip install torch==1.4.0+cu100 torchvision==0.5+cu100 -f https://download.pytorch.org/whl/torch_stable.html
pip install --upgrade git+https://github.com/jjjkkkjjj/pytorch.dl #--ignore-installed pycurl # <- maybe needed

Model List

CRNN

  • Detail

    See script in detail.

  • Example

    demo

    Result >

    av------a--i-la--b--l----e -> available

    test

    Result >

    go----------o---g---l----e -> google

FOTS

  • Detail

    See script in detail.

  • Example

    aa

    aa-result

SSD

  • Detail

    See script in detail.

  • Example

    result img

TextBox++

  • Detail

    See script in detail.

  • Example

    Note that this result are from model trained with SynthText and ICDAR2015. So, if you train printed text dataset, the precision will be much higher than below.

    icdar-trained img

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