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GitHub - s3nh/pytorch-text-recognition: Text recognition combo - CRAFT + CRNN

 4 years ago
source link: https://github.com/s3nh/pytorch-text-recognition
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README.md

travis build

Text recognition tool

Text recognition with Pytorch Using CRNN and CRAFT pretrained models.

Main sources:

Install it, install requirements.txt by

python -m pip install requirements.txt

and check argparsers. at the moment it is only input image so

> source venv/Scripts/activate
> python app.py --input_file test_image.jpeg

Example results

image

return .json file with

{"0": "dollar", "1": "glen", "2": "and", "3": "campbeli", "4": "castle"}�0

Usage

You can clone this repository, set up your own virtual environment by


python -m venv venv

Activate it by

source venv/Scripts/activate

Install requirements using pip

python -m pip install -r requirements.txt

and run app.py


python app.py

then go to

localhost:8000

and test it.

I decided to put it on simplest flask module only to show it's basic functionality.

To dos

add frontend and some fancy vis.


report

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