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A package for document layout-based clustering using text shading and feature extraction.

Project description

Document Layout-Based Clustering Tool

This Python package provides methods for:

  • Text Shading: Extract document layout features.
  • Feature Extraction: Extract deep learning features from document images.
  • Clustering: Perform K-Means or Hierarchical clustering on extracted features.

Installation

pip install document-LayoutBased-clustering-tool

structure

document_LayoutBased_clustering_tool_0.1.0
├─ LICENSE
├─ README.md
├─ document_clustering
│  ├─ __init__.py
│  ├─ cluster_viewer.py
│  ├─ feature_extraction_and_clustering.py
│  └─ textshade.py
├─ pyproject.toml
├─ requirements.txt
├─ setup.py
└─ test
   └─ test.py

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