Florence 2

What is Florence 2 ?

Florence 2 is an AI-powered image analysis tool designed to process and understand visual data. It can generate captions, detect objects, and perform OCR (Optical Character Recognition) on images, making it versatile for various applications.

Features

• Object Detection: Identify and classify objects within images with high accuracy.
• Image Captioning: Automatically generate descriptive captions for images.
• OCR Capability: Extract text from images, enabling text-based applications.
• Support for Multiple Formats: Compatible with common image formats like JPG, PNG, and BMP.
• High Accuracy: Leveraging state-of-the-art AI models for precise results.

How to use Florence 2 ?

1. Upload an Image: Submit the image you want to analyze.
2. Select Analysis Type: Choose between object detection, image captioning, or OCR.
3. Process the Image: Run the analysis to generate results.
4. Review Results: View the output, which may include captions, detected objects, or extracted text.

Frequently Asked Questions

What formats does Florence 2 support?
Florence 2 supports common image formats such as JPG, PNG, and BMP.

How accurate is Florence 2?
Accuracy depends on the quality of the input image and the complexity of the task. Generally, it achieves high precision in ideal conditions.

Can Florence 2 process handwritten text?
Yes, Florence 2 can extract handwritten text using OCR, though accuracy may vary based on handwriting legibility.