Synthetic Object Compositions for Det / Seg / Grounding
Collection
Dataset Collections for paper: https://github.com/weikaih04/Synthetic-Detection-Segmentation-Grounding-Data • 10 items • Updated
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SOS-GC-1M Dataset Splits
These are the dataset splits for the paper SOS: Synthetic Object Segments Improve Detection, Segmentation, and Grounding. The SOS-GC-1M collection contains one million samples, each with:
- Segmentation masks
- Bounding boxes
- Referring expressions
All annotations are provided in COCO format.
Download & Extraction
- Clone or download the entire repository.
from huggingface_hub import snapshot_download
snapshot_download(
repo_id="weikaih/SOS-GC-1M",
repo_type="dataset",
local_dir="SOS-GC-1M",
)
- In the repository root, run:
7z x xxxx.7z.000
Paper Link
SOS: Synthetic Object Segments Improve Detection, Segmentation, and Grounding
Code repo
Citation
@misc{huang2025sossyntheticobjectsegments,
title={SOS: Synthetic Object Segments Improve Detection, Segmentation, and Grounding},
author={Weikai Huang and Jieyu Zhang and Taoyang Jia and Chenhao Zheng and Ziqi Gao and Jae Sung Park and Ranjay Krishna},
year={2025},
eprint={2510.09110},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2510.09110}
}
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