A ocr tool for traditional chinese
Project description
simple-ocr library
simpleocr is a python OCR package for traditional chinese based on deep learning method.
The library consists of text localization and text recognition.
text localization
The model is the reimplementation of CRAFT(Character-Region Awareness For Text detection) by tensorflow.
text recognition
The reimplementation is based on CRNN model which RNN layer is replaced with self-attention layer.
CRNN
self attention
installation
$ pip install simpleocr
usage
from simpleocr import simpleocr
simpleocr.get_text(['image.jpg'])
TODO
- English support
- GPU support
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