A newer version of the Gradio SDK is available:
5.45.0
title: FLUX Kontext Style Transfer
emoji: 🎨
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.42.0
app_file: app.py
pinned: false
hardware: zero-gpu
🎨 FLUX Kontext Style Transfer
Transform your images with 20+ artistic styles using the powerful FLUX.1 Kontext model and style-specific LoRA adapters!
This Hugging Face Space provides an easy-to-use interface for applying various artistic styles to your images using the Owen777/Kontext-Style-Loras model.
🌟 Features
- 20+ Artistic Styles: From Studio Ghibli to Van Gogh, Pixel Art to 3D Chibi
- High-Quality Results: Powered by FLUX.1 Kontext model
- Easy-to-Use Interface: Simple upload and style selection
- Customizable: Adjust inference steps, guidance scale, and LoRA strength
- GPU-Accelerated: Runs on Hugging Face ZeroGPU for fast inference
🎭 Available Styles
| Style | Description |
|---|---|
| 3D_Chibi | Cute 3D chibi character style |
| American_Cartoon | Classic American cartoon aesthetics |
| Chinese_Ink | Traditional Chinese ink painting |
| Clay_Toy | Clay toy/sculpture appearance |
| Fabric | Textile and fabric textures |
| Ghibli | Studio Ghibli anime style |
| Irasutoya | Japanese illustration style |
| Jojo | JoJo's Bizarre Adventure anime style |
| Oil_Painting | Classic oil painting technique |
| Pixel | Retro pixel art style |
| Snoopy | Peanuts comic strip style |
| Poly | Low-poly 3D art style |
| LEGO | LEGO brick construction style |
| Origami | Paper folding art style |
| Pop_Art | Pop art movement style |
| Van_Gogh | Van Gogh's distinctive painting style |
| Paper_Cutting | Paper cutting art technique |
| Line | Clean line art style |
| Vector | Vector graphics style |
| Picasso | Picasso's cubist style |
| Macaron | Soft pastel macaron colors |
| Rick_Morty | Rick and Morty cartoon style |
🚀 How to Use
- Upload an Image: Click on the image upload area and select your image
- Choose a Style: Select from 20+ available artistic styles
- Customize (Optional):
- Add a custom prompt for specific styling
- Adjust advanced settings like inference steps and LoRA strength
- Generate: Click the "Generate Styled Image" button
- Download: Save your stylized image
⚙️ Advanced Settings
- Inference Steps: Higher values (20-50) generally produce better quality but take longer
- Guidance Scale: Controls how closely the model follows the prompt (7.5 is recommended)
- LoRA Strength: Adjusts the intensity of the style application (0.1-2.0)
- Dimensions: Control output image size (512-1536 pixels)
- Seed: Set a specific seed for reproducible results
🎯 Tips for Best Results
- Use high-quality input images (1024x1024 recommended)
- Experiment with different LoRA strengths for varying style intensity
- Try custom prompts to guide the style transformation
- For detailed styles like "Line" or "Vector", consider using higher inference steps
🔧 Technical Details
- Base Model: black-forest-labs/FLUX.1-Kontext-dev
- LoRA Adapters: Owen777/Kontext-Style-Loras
- Framework: Diffusers, PyTorch
- Interface: Gradio
- Hardware: Hugging Face ZeroGPU
📚 Model Information
The LoRA adapters are trained on high-quality paired data generated by GPT-4o and sourced from Omniconsistency. The training methodology ensures consistent and high-quality style transfers across various artistic domains.
Training Code: Available at Owen718/Kontext-Lora-Trainer
🏆 Contributors
- Tian YE & Song FEI - HKUST Guangzhou
📄 License
This project is licensed under the Apache 2.0 License. See the original model repository for detailed license information.
🤝 Contributing
Feel free to open issues or contact the original authors for feedback or collaboration! More style LoRAs will be released soon.
🔗 Links
Transform your creativity with AI-powered artistic style transfer! ✨