nasa-cisto-data-science-group/downstream-ocean-color-subset
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资源简介：
SatVision Ocean Color Chips数据集是一个经过精心策划的多波段卫星图像芯片集合，用于训练和评估在海洋颜色检索任务上的模型。该数据集适用于SatVision-TOA基础模型框架，并包含了用于微调和端到端模型训练的数据。数据集分为两个主要子集：Fine-tuned Chips（用于微调的预处理芯片）和End-to-End Chips（用于直接检索的U-Net或类似架构的芯片）。
The SatVision Ocean Color Chips dataset is a curated collection of multi-band satellite image chips for training and evaluating models on ocean color retrieval tasks. Tailored for the SatVision-TOA foundation model framework, it includes data prepared for both fine-tuning and end-to-end model training. Two primary subsets are provided: Fine-tuned Chips (FT) for fine-tuning SatVision-TOA encoders with custom decoders, and End-to-End Chips (E2E) for training U-Net or similar architectures for direct retrieval.
