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All Projects → sinAshish → Rough-Sketch-Simplification-Using-FCNN

sinAshish / Rough-Sketch-Simplification-Using-FCNN

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

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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.

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