📄 Florence-2 Document & Image Analyzer
Upload images to analyze them with Microsoft's Florence-2 vision model.
Note: The model will be loaded automatically on first use (~5GB download, takes 2-3 minutes).
Analysis Type
Choose the type of analysis to perform
Upload an image and click 'Analyze Image' to get started!
ℹ️ Ready to analyze images
ℹ️ About Florence-2
Florence-2 is Microsoft's foundation vision model capable of:
- 🎯 Object Detection: Identifies and locates objects with bounding boxes
- 📝 Detailed Caption: Generates comprehensive descriptions of image content
- 🔤 OCR: Extracts and locates text in images
- 📋 Dense Captioning: Provides detailed captions for different regions
The model downloads automatically on first use (~5GB) and is cached for subsequent uses.
⚡ Performance Notes
- First run: Model download may take 2-3 minutes
- GPU: Faster inference when available
- CPU: Works but slower processing
- Model size: ~5GB (cached after first download)
- Supported formats: PNG, JPG, JPEG, PDF
📋 How to Use
- Upload a file: Click "Upload Image or PDF" and choose your file
- Select analysis type: Choose from the dropdown menu
- Click Analyze: The image will appear and you can analyze it
- View results: See the annotated image and detailed analysis
Good examples to try:
- Photos with objects (cars, people, animals)
- Screenshots with text for OCR
- Documents or diagrams for analysis
- Multi-object scenes for detection