ElistratovSemyon / arbitraty_style_transfer_modification

Neural style transfer pipeline for arbitrary stylization with strength control and color transfer control.

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arbitraty_style_transfer_modification

Neural style transfer pipeline for arbitrary stylization with strength control and color transfer control.

Paper on Russian (diploma work): "Modification of automatic stylization method via transformer network"

Presentation

Code for style transfer module based on this repository.

Model weights (checkpoint): link

Checkpoint has the following keys: "model_state_dict", "optimizer_state_dict", "epoch", "loss". So, to get model's weights, you should use only "model_state_dict".

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Neural style transfer pipeline for arbitrary stylization with strength control and color transfer control.


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Language:Jupyter Notebook 61.4%Language:Python 38.6%