/Neural-style-transfer

PyTorch implementation of Neural Style Transfer. Learning repository with experiments and figuring stuff out.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Neural-style-transfer 🎨

PyTorch's implementation of Neural Style Transfer. Learning repository with several experiments and playing around.

Usage

Gradio app

Run demo app with: python gradio_app.py

Jupyter notebook

Run jupyter lab with: jupyter lab and open neural-style-transfer.ipynb

Experiments done:

  1. Gram matrix values (Normalized vs Not-normalized)
  2. Number of iterations (Differences in quality)
  3. Impact of style losses in different layers
  4. Adam vs LBFG-S optimizer