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1. stackoverflow.com › questions › 34837707How to extract text from a PDF file via python? - Stack Overflow

   stackoverflow.com › questions › 34837707

   In case the PDF is damaged (i.e. displaying the correct text but when copying it gives garbage) and you really need to extract text, then you may want to consider converting PDF into image (using ImageMagik) and then use Tesseract to get text from image using OCR.

2. www.geeksforgeeks.org › extract-text-from-pdf-fileExtract text from PDF File using Python - GeeksforGeeks

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   Aug 9, 2024 · How to Extract Text from PDF Using Pytesseract? Pytesseract, a Python binding for Google’s Tesseract-OCR Engine, can be used to extract text from images or image-based PDFs. To extract text from an image-based PDF using Pytesseract: Convert PDF pages to images using pdf2image. Apply Pytesseract to extract text from these images. Example:

3. pypdf.readthedocs.io › en › stableExtract Text from a PDF — pypdf 5.1.0 documentation

   pypdf.readthedocs.io › en › stable

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   PDF documents can contain images and text. PDF files don’t store text in a semantically meaningful way, but in a way that makes it easy to show the text on screen or print it. For this reason text extraction from PDFs is hard. If you scan a document, the resulting PDF typically shows the image of the scan.

4. medium.com › social-impact-analytics › comparing-4Comparing 4 methods for pdf text extraction in python

   medium.com › social-impact-analytics › comparing-4

   Mar 24, 2021 · Photo by Andrew Pons on Unsplash. In comparing 4 python packages for pdf text extraction, PyMuPdf was found to be an optimum choice due to its low Levenshtein distance, high cosine and tf-idf ...

5. www.freecodecamp.org › news › extract-data-from-pdfHow to Extract Data from PDF Files with Python - freeCodeCamp.org

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   Mar 6, 2023 · PDFQuery is a Python library that provides an easy way to extract data from PDF files by using CSS-like selectors to locate elements in the document. It reads a PDF file as an object, converts the PDF object to an XML file, and accesses the desired information by its specific location inside of the PDF document.

6. medium.com › @dr › extracting-text-from-pdfExtracting Text from PDF Files Using OCR: A Step-by-Step ...

   medium.com › @dr › extracting-text-from-pdf

   Jul 26, 2023 · We specify the path to the input PDF file in the pdf_file variable, and then we call convert_from_path(pdf_file) to obtain a list of image objects corresponding to each page of the PDF. Step 2 ...

7. People also ask

   How to extract text from a PDF in Python?

   • Extracting specific text from a PDF in Python can be accomplished using libraries like PyPDF2, pdfplumber, or PyMuPDF. These libraries allow you to read and manipulate PDF files, extracting not only the text but also other data like metadata, images, and more. first_page = pdf.pages # Access the first page text = first_page.extract_text()

   Extract text from PDF File using Python - GeeksforGeeks

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   How do I extract text from a PDF file?

   • In an actual PDF file, text portions might be split into several chunks in the middle of its running, depending on the authoring software. Therefore, text extraction needs to splice text chunks. LAParams 's parameters are, like most of PDFMiner, undocumented, but you can see them in the source code or by calling help(LAParams) at your Python shell.

   How to extract text and text coordinates from a PDF file?

   stackoverflow.com/questions/22898145/how-to-extract-text-and-text-coordinates-from-a-pdf-file

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   How to extract text from a PDF file using pymupdf?

   • Page object has function extract_text () to extract text from the pdf page. Extracting text from a PDF file using the PyMuPDF library. PyMuPDF is a Python library that supports file formats like XPS, PDF, CBR, and CBZ. But for now, in this article, we are going to concentrate on PDF (Portable Document Format) files.

   Extract text from PDF File using Python - GeeksforGeeks

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   How to extract data from a PDF programmatically?

   • To extract data from a PDF programmatically, you can use the PyPDF2 library as an alternative, which provides tools to interact with the text and other contents of PDF files: reader = PyPDF2.PdfReader(file) page = reader.pages # Get the first page text = page.extract_text() print(text)

   Extract text from PDF File using Python - GeeksforGeeks

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   Which Python package is best for PDF text extraction?

   • Photo by Andrew Ponson Unsplash In comparing 4 python packages for pdf text extraction, PyMuPdf was found to be an optimum choice due to its low Levenshtein distance, high cosine and tf-idf similarity, and fast processing time, though all 4 packages performed very well in general and Grobid produced the cleanest text output.

   Comparing 4 methods for pdf text extraction in python

   medium.com/social-impact-analytics/comparing-4-methods-for-pdf-text-extraction-in-python-fd34531034f

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   How to extract tables from PDF in Python?

   • Use pypdf :-) Camelot seems a fairly powerful solution to extract tables from PDFs in Python. At first sight it seems to achieve almost as accurate extraction as the tabula-py package suggested by CreekGeek, which is already waaaaay above any other posted solution as of today in terms of reliability, but it is supposedly much more configurable.

   How to extract text from a PDF file via python? - Stack Overflow

   stackoverflow.com/questions/34837707/how-to-extract-text-from-a-pdf-file-via-python

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8. towardsdatascience.com › extracting-text-from-pdfHow to Extract Text from PDF Files with Python: A ...

   towardsdatascience.com › extracting-text-from-pdf

   Sep 21, 2023 · # To read the PDF import PyPDF2 # To analyze the PDF layout and extract text from pdfminer.high_level import extract_pages, extract_text from pdfminer.layout import LTTextContainer, LTChar, LTRect, LTFigure # To extract text from tables in PDF import pdfplumber # To extract the images from the PDFs from PIL import Image from pdf2image import ...