ScrabbleGAN

ScrabbleGAN

Varying-length handwritten text generation

Description

Training handwriting OCR needs many writing styles, and collecting and labeling them is costly. ScrabbleGAN from Amazon is a semi-supervised model that generates handwritten text images of varying length and style.

Generated data augments training sets and improves recognition in new domains; published at CVPR 2020.

Features



Any length:Whole phrases.

Styles:Varied handwriting.

Augmentation:More OCR data.