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Foundation Models for Generalist Geospatial Artificial Intelligence

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  • 论文名称: Foundation Models for Generalist Geospatial Artificial Intelligence
  • Link: https://arxiv.org/abs/2310.18660
  • Published in: Arxiv 2023
  • Type: Pretrain
  • Code/Project: https://huggingface.co/ibm-nasa-geospatial
  • 备注: MAE, HLS多光谱
  • 数据类型: 多光谱
  • Backbone: ViT
  • 下游任务: Cloud Gap Imputation/Flood Mapping/Wildfire Scar Mapping/Crop Segmentation
  • Short Summary: 对ViT架构的主要修改是3D位置嵌入和3D补丁嵌入，以处理时空数据
Arxiv
paper Pretrain
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