EAST

This is a tensorflow re-implementation for the paper: "EAST: An Efficient and Accurate Scene Text Detector"

More details: https://arxiv.org/pdf/1704.03155.pdf

Dependencies

• Python3
• tensorflow
• numpy
• opencv-python
• shapely

Dependencies can be installed with

pip install -r requirements.txt

Data Preparation

• Put all images in ./data/img/
• Put corresponding ground truth in ./data/gt

For example:

./data/img/1.jpg
./data/gt/1.txt

data format: Link

Preprocess

python data_processor.py

Train

python train.py

Valid

python valid.py