Datasets › Natural Environments Dataset

Natural Environments Dataset

Introduced by Anil S. Baslamisli et al. in ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition16 Oct 2024 archive 2025-07-28

We provide synthetic reflectance, direct shading (shading due to surface geometry and illumination conditions), ambient light and shadow cast ground-truth images. The dataset contains garden/park like natural (out-door) scenes including trees, plants, bushes, fences, etc. Furthermore, scenes are rendered with different types of terrains, landscapes, and lighting conditions. Addition-ally, real HDR sky images with a parallel light source are used to provide realistic ambient light. Moreover, light source properties are designed to model daytime lighting conditions to enrich the photometric effects.

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.

Dataset loaders archive 2025-07-28

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Tasks archive 2025-07-28

No task tagged in the archive.

License archive 2025-07-28

MIT

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Natural Environments Dataset

1 variant name, as the archive lists them.

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