FFprobe Can Tell You Where a Video Generation Pipeline First Went Wrong
“The video looks pixelated” is a useful report from a viewer, but it is not a diagnosis.
The visible problem may have entered during capture. It may have been introduced by an editor export, a messaging app, a cloud-storage preview, a video platform’s transcode, or the player’s current rendition. Those failures can look similar while requiring completely different remedies.
The fastest way to make the problem worse is to process the wrong file. Upscaling a clean master because a browser temporarily selected a low-resolution stream adds another transformation without fixing the delivery problem. Re-exporting a compressed attachment at 4K creates a larger file, not a recovered original.
This workflow uses FFprobe and FFmpeg to answer a narrower, more defensible question:
Between which two available generations did the measurable and visible quality change first appear?
FFprobe cannot decide whether a video looks good. It can make each file report comparable facts,...
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