Official implementation of paper Deep Feature Rotation for Multimodal Image Style Transfer [NICS'21] We propose a simple method for representing style features in many ways called Deep Feature Rotation (DFR), while still achieving effective stylization compared to more complex methods in style transfer. Our approach is a representative of the many ways of augmentation for intermediate feature embedding without consuming too much computational expense. Prepare your content image and style image. I provide some in the data/content and data/style and you can try to use them easily. We provide a visual comparison between other rotation angles that do not appear in the paper. The rotation angles will produce a very diverse number of outputs. This has proven the effectiveness of our method with other methods.

Features

  • Extensive results
  • The test results will be saved to ./results by default
  • Try out in Google Colab
  • Simple method for representing style features in many ways called Deep Feature Rotation (DFR)
  • For Multimodal Image Style Transfer
  • Analyze method by visualizing output in different rotation weights

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License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python AI Image Generators, Python Generative AI

Registered

2023-03-22