The task in this article is to extract images from PDFs and convert them to Image to PDF and PDF to Image in Python.
To extract the images from PDF files and save them, we use the PyMuPDF library. First, we would have to install the PyMuPDF library using Pillow.
pip install PyMuPDF Pillow
PyMuPDF is used to access PDF files. To extract images from a PDF file, we need to follow the steps mentioned below-
- Import necessary libraries
- Specify the path of the file from which you want to extract images and open it
- Iterate through all the pages of the PDF and get all images and objects present on every page
- Use getImageList() method to get all image objects as a list of tuples
- To get the image in bytes and along with the additional information about the image, use extractImage()
Note: To download the PDF file click here.
Implementation:
Python3
# STEP 1# import librariesimport fitzimport iofrom PIL import Image # STEP 2# file path you want to extract images fromfile = "/content/pdf_file.pdf" # open the filepdf_file = fitz.open(file) # STEP 3# iterate over PDF pagesfor page_index in range(len(pdf_file)): # get the page itself page = pdf_file[page_index] image_list = page.getImageList() # printing number of images found in this page if image_list: print( f"[+] Found a total of {len(image_list)} images in page {page_index}") else: print("[!] No images found on page", page_index) for image_index, img in enumerate(page.getImageList(), start=1): # get the XREF of the image xref = img[0] # extract the image bytes base_image = pdf_file.extractImage(xref) image_bytes = base_image["image"] # get the image extension image_ext = base_image["ext"] |
Output:
Image to PDF and PDF to Image Conversion:
Image to PDF Conversion
Note: The image used here can be found here.
Python3
import fitzdoc = fitz.open()imgdoc = fitz.open('image.jpeg') # open imagepdfbytes = imgdoc.convert_to_pdf()imgpdf = fitz.open("pdf", pdfbytes)doc.insert_pdf(imgpdf)doc.save('imagetopdf.pdf') # save file |
First, we opened a blank document. Then we opened the image.
Now the image is converted to PDF using the convert_to_pdf() method.
After conversion, the image is appended to the empty doc which we created at starting. The document is saved after it has been appended.
Output:
PDF to Image Conversion
Note: We are using the sample.pdf for PDf to image conversion; to get the pdf, use the link below.
https://www.africau.edu/images/default/sample.pdf – sample.pdf
Python3
import fitzdoc = fitz.open('sample.pdf')for page in doc: pix = page.get_pixmap(matrix=fitz.Identity, dpi=None, colorspace=fitz.csRGB, clip=None, alpha=True, annots=True) pix.save("samplepdfimage-%i.jpg" % page.number) # save file |
We used the get_pixmap() method to convert pdf to image and then saved the image.
Output:
The sample.pdf is a two-page document, so two separate images are created.
There is a tool called UPDF that can be used to extract images from PDF file.
