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Turning a 5-minute talk into 7 images for an LLM: picking one sharp frame per scene

If you send a video to a vision LLM, the usual first step is to sample a frame every few seconds. On a 4:44 conference talk, one frame every 10 seconds gives you 28 images. The talk has 7 slides. You pay for 21 repeats, and some of the 28 catch a slide halfway through a transition or before its las…

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  1. 2026-11-01 22:03 · DEV Community — AI
    Turning a 5-minute talk into 7 images for an LLM: picking one sharp frame per scene

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