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

Project Samples

Project Activity

See All Activity >

License

MIT License

Follow Deep Feature Rotation Multimodal Image

Deep Feature Rotation Multimodal Image Web Site

Other Useful Business Software
Enterprise-grade ITSM, for every business Icon
Enterprise-grade ITSM, for every business

Give your IT, operations, and business teams the ability to deliver exceptional services—without the complexity.

Freshservice is an intuitive, AI-powered platform that helps IT, operations, and business teams deliver exceptional service without the usual complexity. Automate repetitive tasks, resolve issues faster, and provide seamless support across the organization. From managing incidents and assets to driving smarter decisions, Freshservice makes it easy to stay efficient and scale with confidence.
Try it Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of Deep Feature Rotation Multimodal Image!

Additional Project Details

Programming Language

Python

Related Categories

Python AI Image Generators, Python Generative AI

Registered

2023-03-22