Armenian-Handwriting-GAN

Summary

A research project from the National Polytechnic University of Armenia that develops an end-to-end system for generating synthetic Armenian handwritten text using an AC-WGAN-GP (Auxiliary Classifier Wasserstein GAN with Gradient Penalty) model. It addresses the scarcity of labeled Armenian handwriting data for OCR by creating a data augmentation pipeline capable of generating consistent, cursive Armenian text and overlaying it on real-world backgrounds.