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Arxiv
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Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation
- Panopticon is an any-sensor foundation model built on the DINOv2 framework.
- It can process arbitrary Earth observation (EO) data from diverse sensing platforms.
- Panopticon achieves state-of-the-art performance on GEO-Bench, particularly on Sentinel-1 and Sentinel-2 sensors.
- It enables generalization to existing and future satellite platforms, advancing sensor-agnostic EO.
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