quasara-io/Quasara-MajorTOM-Europe-SigLIP

MajorTOM-Europe数据集提供了从欧洲地区高分辨率卫星图像中提取的向量嵌入，这些嵌入是通过OpenCLIP SigLIP模型生成的。数据集的应用包括土地利用和覆盖变化监测、精准农业和气候研究等。数据集的结构包括两个主要文件：Metadata.parquet和Embedding.dat，前者包含图像的元数据，后者包含从图像中计算出的向量嵌入。

The MajorTOM-Europe dataset provides embeddings derived from high-resolution satellite images of the Europe region, generated using the OpenCLIP SigLIP model. These embeddings, extracted from images covering a range of geographic coordinates across Europe, provide a powerful tool for various applications including monitoring changes in land use and land cover, precision agriculture, and climate research. The dataset structure includes two main files: Metadata.parquet and Embedding.dat, the former containing image metadata and the latter containing vector embeddings calculated from the images.