r4ghu / StyleTransfer-PyTorch

Style Transfer Application using PyTorch

Home Page:https://sriraghu.com/posts/deeplearning/faster-style-transfer/

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StyleTransfer-PyTorch

This is the implementation of Style Transfer application using PyTorch.

The app fetches image from your webcam and perform style transfer @ (average) 21.3 FPS.

Requirements

  • Windows/Linux/MacOS
  • Anaconda with PyTorch and other necessary modules

Usage

  • For training: python main.py --phase train
  • For inference: python main.py --phase test

Tutorial

If you are interested in learning more about this project, a step-by-step tutorial is available at - Link

Results

These are the results of the app when tested on a machine with NVIDIA RTX 2060.

Result 1

Author

Sri Raghu Malireddi / @r4ghu

About

Style Transfer Application using PyTorch

https://sriraghu.com/posts/deeplearning/faster-style-transfer/

License:BSD 3-Clause "New" or "Revised" License


Languages

Language:Python 54.4%Language:Jupyter Notebook 45.6%