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Neural Style Transfer

Category
Academic
Summary
Machine learning based project that manipulates images to adopt the appearance or visual style of another image.
Tools
Tensorflow
Keras
Flask
Preview
image1.jpg
Website
  • This project is based on an optimization technique used to take two images - content and style reference image and generating an output art image by blending the content image and style image together. The output image looks like the content image(input image) but painted in the style of style image.
  • This is implemented by optimizing the output image to match the content statistics of the content image and the style statistics of the style reference image. These statistics are extracted from the images using a convolutional network.
notion image