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MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning

This is the offical code of the paper: MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning

The dataset HR-Pairs in the paper can be download by baidu driver

The pretrain checkpoints can be download by vit-base, vit-large

Release TODO:

  • Train code
  • Pretraining checkpoints
  • Downstream Task
    • Classification
    • Segmentation
    • Depth Estimation
    • +DSM Segmentation
    • Change Detection
    • HBB Object Detection
    • RBB Object Detection

Acknowledgments

This project includes code from scale-mae