# 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)