Rough Sketch-Simplification using Deep Learning

This is a PyTorch implementation of the the Paper by Simo-Sera et.al. on Cleaning Rough Sketches using Fully Convolutional Neural Networks.

I even wrote a blog article on medium explaining the complete paper.

Original Paper

Dependencis

• PyTorch
• PIL
• hd5y
• numpy
• pandas

Noteable Issues with the Implementation

The major problem is with the availability of the proper dataset used by the authors. Hence, the reproducibilty issues.
And availability of a GPU too. I don't have one.