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Morning Edition · Tuesday, September 29, 2026Published at 2:12 AM EDT · New York
TrackEverything Tracks Every Visible Point Across 1,000-Frame Videos Within 40 GB of GPU Memory
The method replaces 4D correlation volumes with feature sampling in a persistent 3D scene cloud and reports more than 20 percent higher accuracy than open-source dense 3D trackers on TAPVid-3D short clips.
Dense point tracking has faced a persistent trade-off between tracking a few points for a long time and tracking all points for a short clip. TrackEverything, from authors at Carnegie Mellon University and collaborating institutions, addres…
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Part of a tracked trend
Open-Vocabulary, Promptable Vision Foundation Models
Vision foundation models shift to text-promptable, open-vocabulary detection, segmentation, and real-time tracking of arbitrary concepts, generalizing perception beyond fixed label sets across images and video and pushing open perception models toward production use.
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