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| # Stable Diffusion Style Explorer | |
| This Hugging Face Space demonstrates the use of textual inversion concepts from the Stable Diffusion concepts library with an optional car guidance feature. | |
| ## 🎨 Features | |
| - **Multiple Concepts**: Choose from various pre-trained concepts including: | |
| - Canna Lily (Object) | |
| - Samurai Jack Style | |
| - Babies Poster Style | |
| - Animal Toy (Object) | |
| - Sword Lily (Object) | |
| - **Custom Prompts**: Create your own base prompts or use the default landscape prompt | |
| - **Car Guidance**: Optional feature to guide the image generation towards including cars using CLIP-based semantic guidance | |
| - **Reproducible Results**: Set custom seeds for consistent results | |
| - **Example Gallery**: Browse through pre-generated examples showing different combinations of: | |
| - Concepts and prompts | |
| - With and without car guidance | |
| - Various scene types (landscapes, cityscapes, fantasy scenes) | |
| ## 🚀 How to Use | |
| 1. **Select a Concept**: Choose from the dropdown menu of available concepts | |
| 2. **Enter a Prompt**: Write your own prompt or use the default | |
| 3. **Set a Seed**: Enter a number for reproducible results | |
| 4. **Toggle Car Guidance**: Choose whether to include car-based semantic guidance | |
| 5. **Generate**: Click the button and wait for your image! | |
| ### 📚 Example Combinations | |
| 1. **Samurai Jack Landscape** | |
| - With and without car guidance | |
| - See how the animation style affects the scene | |
| 2. **Urban Canna Lily** | |
| - Modern cityscape with the flower concept | |
| - Compare regular vs car-guided versions | |
| 3. **Magical Forest** | |
| - Using the babies poster style | |
| - Creates a whimsical fantasy scene | |
| 4. **Playful Scene** | |
| - Animal toy in a playground setting | |
| - See how car guidance changes the scene | |
| 5. **Garden Scene** | |
| - Sword lily in a traditional garden | |
| - Demonstrates object concept integration | |
| ## 🛠️ Technical Details | |
| - Base Model: Stable Diffusion 2.0 | |
| - Guidance Method: CLIP-based semantic guidance for car integration | |
| - Concepts Source: [SD Concepts Library](https://huggingface.co/sd-concepts-library) | |
| ## 📝 Notes | |
| - Generation time may vary depending on server load | |
| - Car guidance takes longer as it involves multiple refinement steps | |
| - Results may vary depending on the concept and prompt combination | |
| - Examples are cached for quick viewing | |
| ## 🔗 Links | |
| - [GitHub Repository](https://github.com/yourusername/stable-diffusion-style-explorer) | |
| - [SD Concepts Library](https://huggingface.co/sd-concepts-library) | |
| - [Original Stable Diffusion](https://huggingface.co/stabilityai/stable-diffusion-2) |