Image Compression with Singular Value Decomposition [Repost from my UT Blog]

I recently worked through a tutorial for compressing images using Singular Value Decomposition, linked here. I expanded on the tutorial, and added a few ways to visualize the effect of the various singular values.

Sorry, something went wrong. Reload?

Sorry, we cannot display this file.

Sorry, this file is invalid so it cannot be displayed.

view raw compressionattempt.ipynb hosted with ❤ by GitHub

attachment_82 This is the final compressed photo

attachment_80 This is the 0th SVD contribution

attachment_81 These are the combined effect of the 20-68th SVD contributions