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.
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.