Neural-Art

Flask app for style transfer using neural network

Prerequisites

• PyTorch
• Matplotlib
• Pandas
• Numpy
• Flask

Installing

Install the prerequisties

To run it locally, first clone the directory - git clone https://github.com/p-rit/Neural-Art.git

Then run python script.py in cmd

Go to localhost:5000 in your web browser

Select the Style image and then upload the content image (the image on which you want to apply style) then click the 'upload' button. You have to wait few minutes to see the results as it's not real time style transfer.

Built With

• PyTorch - Machine learning library
• Flask - web framework

Results

future work

• Reduce processing time to few seconds or a minute.

Authors

• Ritul Patidar - Initial work - here

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Here is the blog about approach used for style transfer.
• Inspired from this paper.