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Insights - Style Transfer

Example outputs from style transfer notebook created in kaggle. The deep learning model applies the style of an art piece to a content picture, thus creating a styled content picture. With GPU it can take up to 6 minutes to apply this technique in one image, depending on the iterations. As the number of iterations gets larger, the style is more visible on the content image.

Style: Self-Potrait by Vincent van Gogh (1889)

Octopus

Style: The Scream by Edvard Munch (1893)

OctopusyElGrito

Style: The Great Wave by Hokusai (sometime between 1829 and 1833)

City and Wave

Style: The Starry Night by Vincent van Gogh (1889)

City and Van Gogh

Style: Guernica by Pablo Picasso (1937)

City and Guernica

Style: Poppy Field by Claude Monet (1871)

City and Amapolas

Style: The Starry Night by Vincent van Gogh (1889)

Cat and Van Gogh