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---
license: mit
---
We provide our physically-based renderings of the YCB-V object dataset randomized YCB-V (YCB-V-RAND) with **randomized texture**, **randomized material**, and **randomized lighting**, allowing to benchmark the influence of such variations on the task of 2D object detection and 6DoF object pose estimation. For more details on the dataset, please take a look on our paper referenced below.  

![Teaser Image](teaser.jpg)


If you find our work useful, please consider citing our work.  
```
@inproceedings{pollabauer2024generalizing,
  title={Generalizing Neural Radiance Fields for Robust 6D Pose Estimation of Unseen Appearances},
  author={P{\"o}llabauer, Thomas and Wirth, Tristan and Weitz, Paul and Knauthe, Volker and Kuijper, Arjan and Fellner, Dieter W},
  booktitle={International Symposium on Visual Computing},
  pages={300--314},
  year={2024},
  organization={Springer}
}
```