Photographs serve as tangible anchors to our ephemeral past, encapsulating moments that would otherwise surrender to time. Unfortunately, these physical artifacts are profoundly susceptible to degradation, inevitably succumbing to fading pigments, environmental moisture, and mechanical tears. Historically, salvaging compromised imagery required exorbitant fees and manual labor from specialized artisans. However, the advent of algorithmic innovation has fundamentally democrati