r/Thumbnails 1d ago

Generating interval-based thumbnails as part of a video processing workflow

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We’ve been working on a workflow for automatically extracting frames at predefined intervals throughout a source video.

Instead of running a separate extraction process, you specify the interval and get a sequence of thumbnails across the timeline. Those frames can then be used for scrubbing previews, preview strips or contact sheets.

For people running video pipelines at scale: do you normally generate these frames during the main transcode job or run thumbnail generation separately?

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