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style-transfer

Neural style transfer - A Neural Algorithm of Artistic Style

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

Learning

  1. LBFGS optimizer 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.