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- ---
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- title: StableDiffusion
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- emoji: πŸ“‰
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- colorFrom: yellow
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- colorTo: yellow
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- sdk: gradio
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- sdk_version: 5.20.1
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- app_file: app.py
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- pinned: false
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- short_description: Stable Diffusion
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Stable Diffusion Style Explorer
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+
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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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+
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+ ## 🎨 Features
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+
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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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+
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+ - **Custom Prompts**: Create your own base prompts or use the default landscape prompt
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+
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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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+
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+ - **Reproducible Results**: Set custom seeds for consistent results
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+
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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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+
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+ ## πŸš€ How to Use
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+
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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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+
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+ ### πŸ“š Example Combinations
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+
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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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+
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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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+
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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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+
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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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+
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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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+
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+ ## πŸ› οΈ Technical Details
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+
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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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+
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+ ## πŸ“ Notes
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+
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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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+
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+ ## πŸ”— Links
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+
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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)