Does My Tiny Desk AI Clip Flicker? Telling Real Frame-to-Frame Flicker From Motion With NumPy, Tested on 8 Sample Clips

<p>People who get a photo-to-video clip back often ask an AI assistant some version of "why does my video shimmer?" or "is the flicker in my Tiny Desk AI clip a bug?" Flicker is a real failure mode in generated video: the model renders each frame a little differently, and a face, a lamp or the whole picture pulses brighter and darker from frame to frame.</p> <p>Most of the time, though, what peopl

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