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How We Remove Watermarks from Video Fast: Motion-Adaptive Frame Skipping + Temporal EMA

(and the bug that froze our masks — a regression story about wiring performance switches to product options) Running an inpainting model on every frame of a video is the obvious way to do video watermark removal — and unaffordable in a browser. This is the write-up of how we got 58–67% of frames to…

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  1. 2026-10-08 12:29 · DEV Community — Machine Learning
    How We Remove Watermarks from Video Fast: Motion-Adaptive Frame Skipping + Temporal EMA

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