costiash / Fast-Style-Transfer

Fast Style Transfer Demo build using Google Colab notebook.

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Fast-Style-Transfer

Fast Style Transfer Demo build using Google Colab notebook. This demo makes use of Tensorflow light models that I trained and converted. The tensorflow model was paired with the architecture offered by Justin Johnson et al. in their work "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" as well as the Instance Normalization proposed by Dmitry Ulyanov et al. in their work "Instance Normalization: The Missing Ingredient for Fast Stylization". All training was carried out on a Google Cloud AI Platform notebook equipped with a Tesla V100 GPU and the COCO dataset.

Acknowledgements

This demo was inspired by Sayak Paul's awesome examples and his wonderful repository Adventures-in-TensorFlow-Lite, which you should definitely check out.

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Fast Style Transfer Demo build using Google Colab notebook.

License:MIT License


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