| --- |
| title: Frame 0 Laboratory for MIA |
| emoji: 🔬 |
| colorFrom: blue |
| colorTo: purple |
| sdk: gradio |
| sdk_version: 5.33.2 |
| app_file: app.py |
| pinned: false |
| license: apache-2.0 |
| tags: |
| - image-analysis |
| - flux |
| - prompt-optimization |
| - computer-vision |
| - ai |
| --- |
| |
| # Frame 0 Laboratory for MIA |
|
|
| Advanced image analysis and FLUX prompt optimization tool powered by state-of-the-art vision-language models. |
|
|
| ## Features |
|
|
| - **Advanced Image Analysis**: Uses Florence-2 model for detailed image understanding |
| - **FLUX Optimization**: Applies proven rules for optimal FLUX image generation |
| - **Professional Prompts**: Adds camera settings, lighting, and technical parameters |
| - **Quality Scoring**: Multi-dimensional evaluation of prompt quality |
| - **Clean Interface**: Simple, professional Gradio interface |
|
|
| ## How it Works |
|
|
| 1. **Upload Image**: Support for JPG, PNG, WebP formats up to 1024px |
| 2. **AI Analysis**: Florence-2 model analyzes content, composition, and style |
| 3. **FLUX Optimization**: Applies camera configurations and lighting setups |
| 4. **Quality Score**: Evaluates prompt across multiple quality dimensions |
|
|
| ## Technical Details |
|
|
| - **Model**: Microsoft Florence-2 for vision-language understanding |
| - **Processing**: CPU/GPU adaptive with memory optimization |
| - **Interface**: Gradio 4.44.0 with responsive design |
| - **Optimization**: FLUX-specific rules and enhancements |
|
|
| ## Usage |
|
|
| Simply upload an image and click "Analyze Image" to get: |
| - Optimized FLUX prompt ready for image generation |
| - Detailed analysis report with technical specifications |
| - Quality score with breakdown across different dimensions |
|
|
| ## Architecture |
|
|
| - **Modular Design**: Clean separation of concerns |
| - **Error Handling**: Robust error management at every step |
| - **Memory Efficient**: Automatic cleanup and optimization |
| - **Scalable**: Ready for batch processing and API integration |
|
|
| ## License |
|
|
| Apache 2.0 - See LICENSE file for details |
|
|
| --- |
|
|
| *Frame 0 Laboratory for MIA - Advanced AI Research & Development* |
