Motion-Based Handwriting Recognition and Word Reconstruction

Code

• github.com/deep-scribe/handwriting-recognition
  OfficialIn paperpytorch★ 9

Abstract

In this project, we leverage a trained single-letter classifier to predict the written word from a continuously written word sequence, by designing a word reconstruction pipeline consisting of a dynamic-programming algorithm and an auto-correction model. We conduct experiments to optimize models in this pipeline, then employ domain adaptation to explore using this pipeline on unseen data distributions.

Tasks

Reproductions