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Text extraction software like PyPDF2 can use more information from the PDF than just the image. It can know about fonts, encodings, typical character distances It only extracts text and returns it as a Python string. Extracting specific page. # import module PyPDF2.Access to specified or all of pages in PDF file and extract text on the file as string type with extractText by PyPDF2.