Handwriting_GAN

Program that imitates your handwriting using GANs, a novel kind of generative neural network. For explanation and results see www.aekusbhathal.com/proj4.html

Creating New Samples

I have provided 112 images of my handwriting, but if you would like to create your own, simply run drawing.py with

$ python drawing.py

A small canvas should pop-up. Enable/Disable penstroke by left-clicking and click 'save' when you are ready to submit your sample. It will be compressed and stored in Handwriting_samples.

Running the Model

To run the model, run model.py with

$ python model.py

Your output images should be saved under a folder called 'output'.