Major-TOM/Core-S2L1C-SSL4EO
收藏Hugging Face2024-12-10 更新2024-12-14 收录
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https://hf-mirror.com/datasets/Major-TOM/Core-S2L1C-SSL4EO
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资源简介:
Core-S2L1C-SSL4EO数据集是一个基于Sentinel-2(Level 1C)多光谱数据集的嵌入数据集,包含56,147,150个嵌入。这些嵌入是通过SSL4EO-ResNet50-DINO模型从Major TOM Core-S2L1C数据集中提取的。数据集的每个样本包含多个字段,如唯一ID、嵌入数组、网格单元、产品ID、时间戳等,用于描述卫星图像的特征。数据集的计算使用了CloudFerro提供的GPU加速实例,并在CREODIAS云服务平台上进行。该数据集是Major TOM全球嵌入项目的一部分,旨在提供开放和免费的矢量化扩展,并定义发布Major TOM嵌入扩展的标准化方式。
The Core-S2L1C-SSL4EO dataset is an embedding dataset based on the Sentinel-2 (Level 1C) multispectral dataset, containing 56,147,150 embeddings. These embeddings are extracted from the Major TOM Core-S2L1C dataset using the SSL4EO-ResNet50-DINO model. Each sample in the dataset contains multiple fields such as unique ID, embedding array, grid cell, product ID, timestamp, etc., to describe the features of satellite images. The dataset was computed using GPU-accelerated instances provided by CloudFerro and was performed on the CREODIAS cloud service platform. This dataset is part of the Major TOM Global Embeddings Project, aiming to provide open and free vectorized expansions and define a standardized manner for releasing Major TOM embedding expansions.
提供机构:
Major-TOM



