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DINOv3: Self-Supervised Learning for Large-Scale Vision Models

A few highlights of DINOv3 SSL enables 1.7B-image, 7B-param training without labels, supporting annotation-scarce scenarios including satellite imagery
Produces excellent high-resolution features and state-of-the art performance on dense prediction tasks
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