xiaoyi-image-understanding

OCR text recognition extracts text from images while preserving original formatting, handling both handwritten and printed text. It identifies text content to convert visual information into structured data.

Chart analysis extracts data points, trends, and key information from charts within images. It interprets visual data representations to provide structured insights from market reports or embedded graphics.

Image description generates detailed text descriptions of image content, including scenes, people, and activities. It identifies visual elements to provide comprehensive context for content recognition.

This image analysis approach requires OpenCV and Pillow for image processing. It uses these libraries alongside SSL contexts to prepare visual data for the image comprehension API.

Object identification detects and lists objects within images along with their positions. It analyzes visual content to pinpoint specific elements and their locations for detailed image comprehension.

Image question and answering answers specific questions about image content. It processes visual information to provide targeted responses based on the recognized elements and context within the image.