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GDAlab/GeoContext-v1

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Hugging Face2025-05-16 更新2024-07-13 收录
下载链接:
https://hf-mirror.com/datasets/GDAlab/GeoContext-v1
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资源简介:
GeoContext-v1数据集包含4463对卫星-地面数据,每对数据包括卫星RGB图像、卫星语义图像、地面RGB图像、地面语义图像、地面深度图像和地面真实RGB图像。这些数据用于从卫星图像生成地理特定的地面视图,通过使用多视图卫星图像中的几何和纹理信息,直接预测地面视图图像。数据集的特征包括图像类型和分辨率,如卫星RGB图像为512x512x3,地面RGB图像为256x512x3等。

The GeoContext-v1 dataset contains 4463 pairs of satellite-ground data, including satellite and ground RGB textures, semantics, and depth information. The satellite RGB texture is generated by orthophoto projection from the satellite textured mesh, while the ground RGB texture is generated by panoramic projection in Blender. The ground semantics include three classes, the same as those in the satellite semantics, with an additional sky class. The ground depth information is generated in the same way as the ground RGB texture. Additionally, the dataset includes ground truth RGB images downloaded from Google Street 360.
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