/allograph

Library for learning handwritten letters from user demonstration

Primary LanguageJupyter NotebookISC LicenseISC

Allograph is a library for computer/robot-supported handwriting activities. It provides algorithms to learn allograph of letters/numbers in different metrics and different learning strategies from demonstration.

learning non-cursive demo

Robot writing in a cursive way learning non-cursive letters.

Different metrics including : euclidian distance in cartesian space, euclidian distance in eigenspace with PCA, decomposition in mixture of sigma-log-normal distributions, Recurrent neural networks.

Dependencies

Installation

Run sudo python setup.py install

Letter Difficulty Based On A Dissimilarity Metric

The notebook for the computation of the dissimilarity metric can be found here

The database for the dissimilarity metric computation can be found at https://c4science.ch/diffusion/8574/ but is only accessible to members of the CHILI lab due to ethical constraints pertaining to the nature of the dataset.