Motion-Based Handwriting Recognition

Code

• github.com/RussellXie7/motion-based-handwriting-recognition
  OfficialIn papertf★ 7

Abstract

We attempt to overcome the restriction of requiring a writing surface for handwriting recognition. In this study, we design a prototype of a stylus equipped with motion sensor, and utilizes gyroscopic and acceleration sensor reading to perform written letter classification using various deep learning techniques such as CNN and RNNs. We also explore various data augmentation techniques and their effects, reaching up to 86% accuracy.

Tasks

Reproductions