style-transfer

Neural style transfer - A Neural Algorithm of Artistic Style [Paper]

Setup:

conda create -n env python==3.9
conda activate env
git clone https://github.com/deepakdhull80/style-transfer.git

inference

python run.py -ci content.jpg -si style.jpg

[Optional args]
  --device -d : [default|cpu]
  --iteration -it : [default|200]
  --image_size : [default|512]

Some results

content and style

Learning

1. LBFGS optimizer [ref] This method of optimization, where we take into account the objective function’s second order behavior in addition to its first order behavior, is known as Newton’s method. for more detail use link.