README.md

metadata

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

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Frame 0 Laboratory for MIA - Advanced AI Research & Development