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README.md

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+---
+language: [en]
+license: cc-by-4.0
+task_categories: [image-classification]
+tags: [ui-grounding, web, showui, processed]
+source_datasets: [showlab/ShowUI-web]
+size_categories: [10K<n<100K]
+---
+
+# ShowUI-Web Processed
+
+Flattened, normalized, and scenario-split version of [showlab/ShowUI-web](https://huggingface.co/datasets/showlab/ShowUI-web).
+
+Each row is a single (instruction, UI element) pair with normalized bounding-box coordinates.
+
+## Schema
+
+| Column | Type | Description |
+|---|---|---|
+| `sample_id` | string | Unique row identifier (`{row}_{element}`) |
+| `screenshot_id` | string | Groups elements from the same screenshot |
+| `image_relpath` | string | Relative path to the screenshot image |
+| `scenario` | string | Website/domain inferred from the image path |
+| `instruction` | string | Natural-language grounding instruction |
+| `bbox_xyxy` | list[float] | Normalized bounding box `[x1, y1, x2, y2]` in `[0, 1]` |
+| `point_xy` | list[float] or null | Normalized click point `[x, y]` |
+| `element_type` | string or null | UI element type label |
+
+## Splits
+
+| Split | Rows | Strategy |
+|---|---|---|
+| train | majority | Scenario-based holdout |
+| validation | ~10% scenarios | Domain holdout |
+| test | ~15% scenarios | Domain holdout |
+
+## Images
+
+Screenshot images are hosted in the `images/` directory of this repository.
+Use `image_relpath` to construct the path or fetch individual images on demand:
+
+```python
+from huggingface_hub import hf_hub_download
+from PIL import Image
+
+path = hf_hub_download(
+    repo_id="e1879/showui-web-processed",
+    repo_type="dataset",
+    filename=f"images/{row['image_relpath']}",
+)
+img = Image.open(path)
+```
+
+## Usage
+
+```python
+from datasets import load_dataset
+ds = load_dataset("e1879/showui-web-processed")
+print(ds["train"][0]["instruction"])
+```
+
+## Credit
+
+Source dataset: [showlab/ShowUI-web](https://huggingface.co/datasets/showlab/ShowUI-web)