CRAFT-MORAN-OCR

An OCR system using CRAFT for text detection and MORAN for recognition

Inspiration

• CRAFT-pytorch: Official Pytorch implementation of CRAFT text detector | Paper | Pretrained Model | Supplementary

• MORAN_v2: MORAN is a network with rectification mechanism for general scene text recognition. The paper (accepted to appear in Pattern Recognition, 2019) in arXiv, final version is available now.

Testing

To get started, first download the trained weights:

$ sh init.sh

Create a virtual environment and install requirements:

$ python3 -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

To test an image:

$ python test.py -h
$ python test.py scan/1.jpg

Training

Modify train_MORAN.sh to generated trained weights, and replace moran_v2_demo.pth with it.