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[R] AI-Based Photo Restoration

This article deals with how to restore old photos using neural networks. Applied approaches: In-Place BatchNorm, Partial Convolution, Self-Attention GAN. The whole process of restoration is described in detail:

  1. Find all the image defects: fractures, scuffs, holes.
  2. Inpaint the discovered defects, based on the pixel values around them.
  3. Colorize the image.

Also, the website was created where any photo could be uploaded for restoration online.

https://habr.com/en/company/mailru/blog/459696/

submitted by /u/pvl18
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.