| | --- |
| | 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}, |
| | } |
| | ``` |
