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