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Morning Edition · Sunday, August 9, 2026Published at 3:02 AM EDT · New York
Two Open Meta Vision Models Cut Beamline Data Analysis From a Month to Fifteen Minutes at Berkeley Lab
Segment Anything 3 and DINOv3 run on 300 NVIDIA A100 chips inside a Department of Energy computing center, segmenting X-ray and neutron imaging data without hand-labeled training sets.
The Department of Energy's Genesis Mission has put two of Meta's open-weight vision models into production at national laboratory beamlines. According to Meta's account and independent reporting, Segment Anything Model 3 (SAM 3) and DINOv3…
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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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