| dataset_info: | |
| features: | |
| - name: image_url | |
| dtype: string | |
| - name: image | |
| dtype: image | |
| - name: instruction | |
| dtype: string | |
| - name: bbox | |
| sequence: float32 | |
| - name: point | |
| sequence: float32 | |
| - name: type | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 16591347652.088 | |
| num_examples: 7496 | |
| download_size: 327573839 | |
| dataset_size: 16591347652.088 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| [Github](https://github.com/showlab/ShowUI/tree/main) | [arXiv](https://arxiv.org/abs/2411.17465) | [HF Paper](https://huggingface.co/papers/2411.17465) | [Spaces](https://huggingface.co/spaces/showlab/ShowUI) | [Datasets](https://huggingface.co/datasets/showlab/ShowUI-desktop-8K) | [Quick Start](https://huggingface.co/showlab/ShowUI-2B) | |
| **ShowUI-desktop-8K** is a UI-grounding dataset focused on PC-based grounding, with screenshots and annotations originally sourced from [OmniAct](https://huggingface.co/datasets/Writer/omniact). | |
| We utilize GPT-4o to augment the original annotations, enriching them with diverse attributes such as appearance, spatial relationships, and intended functionality. | |
| You can use our [rewrite strategy code](https://github.com/showlab/ShowUI/blob/main/recaption.ipynb) to augment your own data. | |
|  | |
| If you find our work helpful, please consider citing our paper. | |
| ``` | |
| @misc{lin2024showui, | |
| title={ShowUI: One Vision-Language-Action Model for GUI Visual Agent}, | |
| author={Kevin Qinghong Lin and Linjie Li and Difei Gao and Zhengyuan Yang and Shiwei Wu and Zechen Bai and Weixian Lei and Lijuan Wang and Mike Zheng Shou}, | |
| year={2024}, | |
| eprint={2411.17465}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CV}, | |
| url={https://arxiv.org/abs/2411.17465}, | |
| } | |
| ``` |