The GitHub repository "Depixelization_poc" features a proof of concept (PoC) for recovering plaintext from pixelized screenshots using a linear box filter technique. The repository includes scripts for depixelizing images, creating pixelized images, and analyzing pixel blocks, along with installation instructions and example usages. Recent updates have refined the code and improved functionality based on user feedback.