Analyze images to generate captions, detect objects, or perform OCR
Watermark detection
Generate depth map from an image
Detect overheated spots in solar panel images
Identify characters from Peaky Blinders
Swap faces in images
Run 3D human pose estimation with images
Use hand gestures to type on a virtual keyboard
Detect lines in images using a transformer-based model
Generate mask from image
Facial expressions, 3D landmarks, embeddings, recognition.
Find similar images from a collection
Process webcam feed to detect edges
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.
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.