| --- |
| language: |
| - en |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| - image-to-text |
| - feature-extraction |
| pretty_name: WebUI |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # 🌐 WebUI |
|
|
| A high-quality dataset for training AI models to understand and generate modern websites. |
|
|
| The dataset contains structured webpage samples including HTML, screenshots, UI element annotations, semantic labels, color palettes, fonts, layout metadata, and accessibility information. Each sample represents a complete webpage that can be used for web generation, UI understanding, or multimodal training. :contentReference[oaicite:0]{index=0} |
|
|
| --- |
|
|
| ## ✨ Features |
|
|
| - 📄 Complete HTML pages |
| - 🖼️ Full-page screenshots |
| - 📱 Desktop, tablet, and mobile layouts |
| - 🎨 Extracted color palettes |
| - 🔤 Font metadata |
| - 📦 Structured UI elements |
| - 📍 Bounding boxes |
| - ♿ Accessibility labels |
| - 🏷️ Page categories |
| - 🔗 Original source URLs |
|
|
| --- |
|
|
| ## Example Uses |
|
|
| - Fine-tune LLMs for HTML generation |
| - Website recreation from screenshots |
| - UI parsing |
| - Layout understanding |
| - Frontend code generation |
| - Vision-language model training |
| - Accessibility research |
|
|
| --- |
|
|
| ## Dataset Structure |
|
|
| Each record includes fields similar to: |
|
|
| ```json |
| { |
| "id": "...", |
| "url": "...", |
| "title": "...", |
| "page_type": "...", |
| "device_type": "...", |
| "html": "...", |
| "elements": [...], |
| "images": [...], |
| "colors": [...], |
| "fonts": [...], |
| "screenshot": "..." |
| } |
| ``` |
|
|
| --- |
|
|
| ## Loading |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("xlelords/webui") |
| |
| print(dataset["train"][0]) |
| ``` |
|
|
| --- |
|
|
| ## Recommended Models |
|
|
| - Qwen 3 4B |
| - Gemma 3 4B |
| - Llama 3.2 3B |
| - SmolLM2 |
| - Phi-4 Mini |
| - TinyLlama |
|
|
| --- |
|
|
| ## Example Prompts |
|
|
| - Create a responsive SaaS landing page. |
| - Build a modern portfolio website. |
| - Generate a beautiful login screen. |
| - Design an AI dashboard. |
| - Create an ecommerce homepage. |
| - Generate a banking dashboard. |
| - Build a travel booking website. |
| - Make a glassmorphism pricing page. |
|
|
| --- |
|
|
| ## Citation |
|
|
| If you use this dataset in your work, please cite the Hugging Face dataset repository. |
|
|
| --- |
|
|
| ## License |
|
|
| Apache-2.0 |
|
|
| --- |
|
|
| Made for developers, researchers, and anyone building the next generation of AI-powered web design tools. |
