How Image Restoration Pipelines Really Work: Internals, Trade-offs, and Practical Rules for Production

Abstract - As a Principal Systems Engineer, the job isn't to sell tools; it's to peel back the layers that make an image-editing pipeline reliable at scale. Real-world image restoration is an exercise in managing imperfect signals: compressed ...