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Jun, 2023
GEO-Bench:地球监测基础模型
GEO-Bench: Toward Foundation Models for Earth Monitoring
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Alexandre Lacoste, Nils Lehmann, Pau Rodriguez, Evan David Sherwin, Hannah Kerner...
TL;DR
本研究针对遥感任务的基础模型研究进行了探讨,提出了一种包括六项分类任务和六项分割任务的基准测试以及可靠的评估方法,并报告了二十种基线模型的结果,旨在推动地球监测领域的模型进展。
Abstract
Recent progress in
self-supervision
has shown that pre-training large
neural networks
on vast amounts of unsupervised data can lead to substantial increases in generalization to downstream tasks. Such models, rec
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