6D Pose Estimation & Synthetic Vision Datasets
Collection
Datasets for 6D object pose estimation, synthetic data generation, and transparency detection from tpoellabauer. • 6 items • Updated
video video | label class label |
|---|---|
013_strawberry | |
013_strawberry | |
013_strawberry | |
114_apple | |
114_apple | |
114_apple | |
215_lemon | |
215_lemon | |
215_lemon | |
316_peach | |
316_peach | |
316_peach | |
417_pear | |
417_pear | |
417_pear | |
518_orange | |
518_orange | |
518_orange | |
518_orange | |
619_plum | |
619_plum | |
619_plum | |
721_sponge | |
721_sponge | |
721_sponge | |
824_plate | |
824_plate | |
824_plate | |
824_plate | |
824_plate | |
824_plate | |
926_fork | |
926_fork | |
926_fork | |
926_fork | |
926_fork | |
926_fork | |
926_fork | |
926_fork | |
1027_spoon | |
1027_spoon | |
1027_spoon | |
1027_spoon | |
1027_spoon | |
1128_knife | |
1128_knife | |
1128_knife | |
1128_knife | |
1128_knife | |
1128_knife | |
1128_knife | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1229_slotted_turner | |
1330_wine_glass | |
1330_wine_glass | |
1330_wine_glass | |
1330_wine_glass | |
1330_wine_glass | |
1432_skillet | |
1432_skillet | |
1432_skillet | |
1432_skillet | |
1533_skillet_lid | |
1533_skillet_lid | |
1533_skillet_lid | |
1533_skillet_lid | |
1533_skillet_lid | |
1533_skillet_lid | |
1636_s_erasable_marker | |
1636_s_erasable_marker | |
1636_s_erasable_marker | |
1636_s_erasable_marker | |
1636_s_erasable_marker | |
1738_keys | |
1738_keys | |
1738_keys | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1839_padlock | |
1940_hammer | |
1940_hammer | |
1940_hammer | |
1940_hammer | |
1940_hammer | |
1940_hammer | |
2041_1_nails |
We provide our additional recordings of objects of the YCB object dataset, complementing our previous release of the YCB-V subset (to be found at https://huggingface.co/datasets/tpoellabauer/YCB-V-LUMA)
80+ folders, one per YCB object (e.g. 13_strawberry/, 40_hammer/), each with several .mp4 luminance-key recordings of that object. All videos are grouped under a single train split for the Dataset Viewer.
Code for processing can be found at https://github.com/tpoellabauer/ycb-luma
If you find our work useful, please consider citing our paper.
@misc{pöllabauer2024ycblumaycbobjectdataset,
title={YCB-LUMA: YCB Object Dataset with Luminance Keying for Object Localization},
author={Thomas Pöllabauer},
year={2024},
eprint={2411.13149},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2411.13149},
}