PDF-Extract-Kit
A comprehensive toolkit for extracting high-quality PDF content
- Use the LayoutLMv3 model for layout detection, including recognition of areas such as images, tables, titles, and text.
- Use YOLOv8 model for formula detection, including intra row formulas and independent formulas.
- Using UniMERNet for formula recognition provides recognition quality comparable to commercial software.
- Use PaddleOCR for text recognition, supporting both Chinese and English OCR.
- Provides detailed installation guidelines and instructions for running script parameters, making it easy for users to quickly get started.
- Supports running on Windows and macOS platforms, with corresponding user guides provided.
Product Details
PDF Extract Kit is a toolkit specifically designed for extracting high-quality content from PDF files. It achieves deep parsing of PDF documents through multiple components, including layout detection, formula detection, formula recognition, and optical character recognition (OCR). This toolkit uses advanced models such as LayoutLMv3, YOLOv8, UniMERNet, and PaddleOCR to adapt to various types of PDF documents and has high accuracy in layout and formula detection. It has also been optimized specifically for scanning blurry or watermarked documents to ensure accurate extraction results even in complex situations.
