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TorchGeo:利用地理空间数据进行深度学习
遥感数据在农业、城市规划等领域的应用潜力巨大,但存在数据格式多样、坐标系统不一等问题,导致深度学习模型难以直接应用。为此,TorchGeo库被提出,支持多光谱遥感数据、自动像素对齐、预训练模型及命令行接口。实验表明,使用ImageNet预训练的模型在 ...
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