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Styler

Make Neural Net, paint for you! Styler is a deep learning tool, in which style of one image is applied on style of another image!

It is based on transfer learning, and it is implementation of the research paper "Image Style Transfer by CNN"

I experimented it on Taj Mahal, and I'm attacing the styled version of it, that is output from the pretrained vgg19 after moulding it according to the paper.

Result!

Final Image, One that vgg19 painted!

Taj Style

This styled image is generated with help of a content and a style image.

Content Image

Content Image

Style Image

Style Image

Want to experiment?

Clone

1.) Clone the repository by using this link :

$ git clone https://github.com/aditya98ak/Styler.git

Experiment

2.) For better peformance upload the noeboook on googlecolab and start experimenting, for example Change the style image, change the weights etc. It's fun!


Built with ♥ by Aditya Kaushik(@aditya98ak) Thanks to udacity! For introducing me to Style Transfer.

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