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Extract-layout-detection
C
clarifai

Document Layout Detection Model

Key Features:

  • Layout Detection: The model is trained to identify and extract entities from diverse document structures, including multi-column layouts, tables, images, and text blocks.

  • YOLOX Architecture: Leveraging the powerful YOLOX templates, the model efficiently detects object boundaries and classifications in document layouts.

  • Integration with RAG Pipelines: The model plays a critical role in the RAG framework, enabling enhanced document understanding by facilitating entity extraction from images, tables, and text. The extracted entities are then utilized by downstream modules for further NLP tasks, such as question answering, summarization, and information retrieval.

  • Description
    Layout detection model to extract various entities from documents (Images, Tables etc..)
  • Base Workflow
  • Last Updated
    Jan 29, 2025
  • Default Language
    en
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