pdf-processing-florence 0.1.0

A library for processing PDFs with Florence

PDF Processing Florence

PDF Processing Florence is a Python library designed to streamline the process of converting, analyzing, and extracting information from PDF documents

Features

• PDF to JPG Conversion: Easily convert PDF files to high-quality JPG images.
• AI-Powered Document Analysis: Utilize the Florence model to analyze document structure and content.
• Intelligent Text Extraction: Extract text from PDFs while preserving document structure and layout information.

Installation

You can install PDF Processing Florence using pip:

pip install pdf_processing_florence

Usage

Here are some basic examples of how to use PDF Processing Florence:

Converting PDF to JPG

from pdf_processing_florence import convertpdf_jpg

input_directory = "/path/to/your/pdfs"
convertpdf_jpg(input_directory)

Applying Florence AI Analysis

from pdf_processing_florence import apply_florence

image_directory = "/path/to/your/images"
output_file = "/path/to/output/annotations.json"
checkpoint = "/path/to/florence/model"

apply_florence(image_directory, output_file, checkpoint)

Extracting Text with Structure

from pdf_processing_florence import extract_text

document_folder = "/path/to/your/pdfs"
coco_file = "/path/to/annotations.json"
output_json_file = "/path/to/output/extracted_text.json"

extract_text(document_folder, coco_file, output_json_file)

Requirements

• Python 3.6+
• pdf2image
• Pillow
• PyTorch
• Transformers
• PyMuPDF