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Morning Edition · Wednesday, September 16, 2026Published at 2:18 AM EDT · New York
Meta's Open Perception Models Move Into National-Lab Experiments and Assistive Robots
A Berkeley Lab pipeline fine-tuned Segment Anything and DINO on beamline imaging and returns a labeled three-dimensional volume in about 15 minutes while the experiment is still running.
Lawrence Berkeley National Laboratory has put Meta's open vision models inside a working experimental pipeline. In the SYNAPS-I project, part of the United States Department of Energy's Genesis Mission, the team fine-tuned Segment Anything…
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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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