Overview of AI Models for Image Object Detection, OCR, Image Captioning, and Full Image Information Extraction

 There are several deep learning models that can be used to detect and recognize objects in images, perform OCR, and generate image descriptions. Here are a few popular models for each task:

  1. Object detection:

  2. OCR:

  3. Image captioning:

  4. Full-image information extraction:

    • Textract is an AWS service that automatically extracts text and data from scanned documents and images. It supports a variety of document types, including tables and forms. More information can be found on the AWS website: https://aws.amazon.com/textract/

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