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create-art

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Train a model using TensorFlow to create art.

Link to the notebook here

DATA:


You can choose any content and style images. But the restriction on height and width is (WIDTH = 300, HEIGHT = 225).

MODEL:


The model used here is VGG-19. You can download it from here

Environment and tools Used:


1. Jupyter Notebook
2. Numpy
3. Matplotlib
4. Tensorflow
5. imageio

Required package installation:


pip install tensorflow==1.14
pip install numpy
pip install imageio

Results


Training loss vs epochs

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Neural style transfer

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