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Train YOLO Realtime Object Detection Base Model for Detect Document Layout

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johnsonhk88/yolo-base-doc-layout-detection

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YOLO Based Document Layout Detection

Introdctions

Business/ Use case

This project intend to train the Yolo Model for detect and recognize different type of component in document. This object detection output can use for advance Document Automation Application

Technology use in this project

  1. Yolo Computer Vision Realtime Object Detection Model

    • this project used State-of-Art Pre-trained Yolo model for fine tuning the document layout detection
  2. Train Dataset

    • the project used open source documment layout dataset for training model
  3. custom label image

    • use open source image labeling tools like : cvat , roboflow

Installation and Setup

  1. use requirements.txt for installation package dependencies

Runming

  1. dev folder : for testing tdifferent YOLO model with sample document/image

  2. yoloTraing: for training custom model for document layout detection

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Train YOLO Realtime Object Detection Base Model for Detect Document Layout

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