Neural Style Transfer on cat pictures. See blog post that describes the project here.
A Neural Style Transfer model takes two images as input and generates a new image.
The generated image combines the content of the first image with the style of the second one.
I used this project to make some horrible cat art with a pre-trained model from Tensorflow.
I printed the result of the next one on a canvas and I regret it.
Go in the root of the project and run
pipenv installCheck the examples in fifty_shades/example.py
from fifty_shades.loader import generate_image_tensors
from fifty_shades.model import NeuralStyleTransfer
save_directory = "my/save/dir"
cat_generator = generate_image_tensors("path/to/cat/dir")
style_generator = generate_image_tensors("path/to/style/dir")
model = NeuralStyleTransfer()
model.predict_and_save_all(cat_generator, style_generator, save_directory)