Illegible Text to Readable Text: An Image-to-Image Transformation using Conditional Sliced Wasserstein Adversarial Networks

no code implementations • 11 Oct 2019 • Mostafa Karimi, Gopalkrishna Veni, Yen-Yun Yu

We tackle this problem by developing a handwritten-to-machine-print conditional Generative Adversarial network (HW2MP-GAN) model that formulates handwritten recognition as a text-Image-to-text-Image translation problem where a given image, typically in an illegible form, is converted into another image, close to its machine-print form.

Generative Adversarial Network Image-to-Image Translation +1