quasara-io/Quasara-MajorTOM-DE-SigLIP

MajorTOM-DE数据集提供了从德国地区高分辨率卫星图像中提取的嵌入向量，这些嵌入向量是使用OpenCLIP SigLIP模型生成的。数据集涵盖了德国地区的多个地理坐标，适用于多种应用场景，如土地利用和覆盖变化监测、精准农业和气候研究。数据集包括元数据文件和嵌入文件，元数据文件包含图像的坐标、时间戳和唯一标识符等信息，嵌入文件包含图像的嵌入向量和分割配置等信息。This dataset is derived from high-resolution satellite images of the Germany region obtained from Major-TOM, specifically from the Core-S2L2A datasource. These images were processed into vector embeddings using the OPENCLIP_SIGLIP_400M model on the Quasara Platform. The dataset includes metadata and embeddings, covering a specific geographic region and date range. It is designed for zero-shot classification tasks and can be used for various applications such as monitoring land use changes, precision agriculture, and climate research.

搜集汇总

背景与挑战

背景概述

该数据集提供了德国地区高分辨率卫星图像经OpenCLIP SigLIP模型生成的嵌入向量，包含元数据文件和嵌入文件，涵盖多个地理坐标，适用于土地利用监测、精准农业和气候研究等应用场景。