Sunny-wong / text_renderer

Text Renderer

Generate text images for training deep learning OCR model (e.g. CRNN).

• Modular design. You can easily add Corpus, Effect, Layout.
• Support generate lmdb dataset which compatible with PaddleOCR, see Dataset
• Support render multi corpus on image with different font, font size or font color. Layout is responsible for the layout between multiple corpora
• Generate vertical text
• Corpus sampler: helpful to perform character balance

Quick Start

See Quick Start to run the example.

Learn more at documentation

pip install -r requirements.txt

python main.py --config config/config.py

python ./gen_config/label2lmdb.py