Hand Wiriting Generator

This is an implemenation of the Alex Graves paper. This is an implementation of Section 4. The code generates natural looking hand writing. The figure below shows a high-level overview of the implementation.

Train:

The entire code for the batching data and training the model lives in a single Jupyter Notebook. In order to train a first model do:

$ cd notebooks
$ jupyter notebook

This will open the Jupyter Notebooks platform. Click on the file RDN+MDN+Model.ipynb. To train the model, click Kernel -> Restart and run all.

Test:

To generate naturally looking handwriting, do the following:

$ cd notebooks
$ jupyter notebook

This will open the Jupyter Notebooks platform. Click on the file results.ipynb. To train the model, click Kernel -> Restart and run all.

Requirements:

Python 2.7 TensorFlow