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Transfer the style of one image to another using PyTorch

Project description

styletransfer

A Python library to transfer the style of one picture to another using PyTorch.

Installation

You can install styletransfer from PyPi using:

pip install styletransfer

This package requires Python 3.x

Basic usage

The easiest way to get started is taking an online image for style transfer and just running with the default parameters:

from styletransfer import StyleTransfer
styleTransfer = StyleTransfer()

#Set the content image from URL
styleTransfer.setContentFromUrl('https://upload.wikimedia.org/wikipedia/commons/thumb/4/4f/Felis_silvestris_catus_lying_on_rice_straw.jpg/640px-Felis_silvestris_catus_lying_on_rice_straw.jpg')

#Set the style image from URL
styleTransfer.setStyleFromUrl('https://upload.wikimedia.org/wikipedia/commons/thumb/a/a5/Tsunami_by_hokusai_19th_century.jpg/640px-Tsunami_by_hokusai_19th_century.jpg')

#Use default settings and train the model
#If you do not have a GPU that can take 30-60 minutes
styleTransfer.apply()

#Write the result image to a file
styleTransfer.writeFinalImage('stylized_image.jpg')

Advanced usage

TBD: Detailed instructions to follow

Project details


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