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SSL4EO-Review

Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review".

Updates

A new pre-training dataset and extensive benchmark: "SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation". Paper | Code

A preliminary study of RandomSensorDrop as data augmentation for multimodal SSL: "Self-supervised vision transformers for joint SAR-optical representation learning". Paper | Code