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license: apache-2.0
task_categories:
- image-to-image
tags:
- datasets
- image-translation
- style-transfer
- material-transfer
pretty_name: MatRender
size_categories:
- 10B<n<100B
Dataset Description
This dataset contains 32 objects, 50 materials, and 10 camera angles.
All images are 512×512 pixels.
- Training set – 8 objects × 10 angles × 50 materials
- Validation set – 12 objects × 10 angles × 50 materials
- Test set – 12 objects × 10 angles × 50 materials
The 3D objects were sourced from free3d.com.
Acknowledgments
This dataset builds upon the rendering pipeline used in:
@article{deschaintre2018single,
title={Single-image svbrdf capture with a rendering-aware deep network},
author={Deschaintre, Valentin and Aittala, Miika and Durand, Fredo and Drettakis, George and Bousseau, Adrien},
journal={ACM Transactions on Graphics (ToG)},
volume={37},
number={4},
pages={1–15},
year={2018},
publisher={ACM New York, NY, USA}
}
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