Handwriting generation

9 papers with code • 0 benchmarks • 10 datasets

The inverse of handwriting recognition. From text generate and image of handwriting (offline) of trajectory of handwriting (online).

Most implemented papers


labmlai/annotated_deep_learning_paper_implementations 27 Sep 2016

This work explores hypernetworks: an approach of using a one network, also known as a hypernetwork, to generate the weights for another network.

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation

amzn/convolutional-handwriting-gan CVPR 2020

This is especially true for handwritten text recognition (HTR), where each author has a unique style, unlike printed text, where the variation is smaller by design.

Diffusion models for Handwriting Generation

tcl9876/Diffusion-Handwriting-Generation 13 Nov 2020

In this paper, we propose a diffusion probabilistic model for handwriting generation.

Data Generation for Post-OCR correction of Cyrillic handwriting

dbrainio/cyrillichandwritingpoc 27 Nov 2023

We apply a Handwritten Text Recognition (HTR) model to this dataset to identify OCR errors, forming the basis for our POC model training.

Professor Forcing: A New Algorithm for Training Recurrent Networks

mojesty/professor_forcing NeurIPS 2016

We introduce the Professor Forcing algorithm, which uses adversarial domain adaptation to encourage the dynamics of the recurrent network to be the same when training the network and when sampling from the network over multiple time steps.

DeepWriting: Making Digital Ink Editable via Deep Generative Modeling

emreaksan/deepwriting 25 Jan 2018

Digital ink promises to combine the flexibility and aesthetics of handwriting and the ability to process, search and edit digital text.

Text and Style Conditioned GAN for Generation of Offline Handwriting Lines

herobd/handwriting_line_generation 1 Sep 2020

This paper presents a GAN for generating images of handwritten lines conditioned on arbitrary text and latent style vectors.

Disentangling Writer and Character Styles for Handwriting Generation

dailenson/sdt CVPR 2023

In light of this, we propose to disentangle the style representations at both writer and character levels from individual handwritings to synthesize realistic stylized online handwritten characters.

WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models

koninik/wordstylist 29 Mar 2023

Our proposed method is able to generate realistic word image samples from different writer styles, by using class index styles and text content prompts without the need of adversarial training, writer recognition, or text recognition.