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
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