{"id":26751,"date":"2022-03-31T02:21:04","date_gmt":"2022-03-30T20:51:04","guid":{"rendered":"https:\/\/python-programs.com\/?p=26751"},"modified":"2022-03-31T02:21:04","modified_gmt":"2022-03-30T20:51:04","slug":"how-to-extract-images-from-a-pdf-in-python","status":"publish","type":"post","link":"https:\/\/python-programs.com\/how-to-extract-images-from-a-pdf-in-python\/","title":{"rendered":"How to Extract Images from a PDF in Python?"},"content":{"rendered":"<p><strong>What is PDF?<\/strong><\/p>\n<p>PDFs are a popular format for distributing text. PDF is an abbreviation for Portable Document Format, and it utilizes the\u00a0<strong>.pdf<\/strong>\u00a0file extension. Adobe Systems designed it in the early 1990s.<\/p>\n<p>Reading PDF documents in Python can assist you in automating a wide range of operations.<\/p>\n<p>Let us now see how to extract images from a PDF file in python. For this purpose, we use the PyMuPDF and Pillow modules.<\/p>\n<p><strong>Installation<\/strong><\/p>\n<div>\n<pre>pip\u00a0install\u00a0PyMuPDF<\/pre>\n<pre>pip\u00a0install\u00a0Pillow<\/pre>\n<div><strong>Output:<\/strong><\/div>\n<pre>Collecting PyMuPDF\r\nDownloading PyMuPDF-1.19.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014\r\n_x86_64.whl (8.8 MB)\r\n|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 8.8 MB 4.5 MB\/s \r\nInstalling collected packages: PyMuPDF\r\nSuccessfully installed PyMuPDF-1.19.6<\/pre>\n<\/div>\n<div><strong>PyMuPDF module:<\/strong> PyMuPDF is binding for MuPDF in Python, a lightweight PDF viewer.<\/div>\n<div><strong>Pillow Module:<\/strong> Pillow is a Python Imaging Library (PIL) that allows you to open, manipulate, and save images in a variety of formats.<\/div>\n<h2>Extract Images from a PDF in Python<\/h2>\n<p><strong>Approach:<\/strong><\/p>\n<ul>\n<li>Import fitz module using the import keyword<\/li>\n<li>Import io(input-output) module using the import keyword<\/li>\n<li>Import Image from PIL module using the import keyword<\/li>\n<li>Open some random PDF file using the open() function of the fitz module by passing the filename\/path as an argument to it.<\/li>\n<li>Calculate the number of pages in a given PDF file using the len() function by passing the given pdf file as an argument to it.<\/li>\n<li>Loop in each page of the pdf till the number of pages using the for loop<\/li>\n<li>Get the page at iterator index<\/li>\n<li>Get all image objects present in this page using the getImageList() function and store it in a variable<\/li>\n<li>Loop in these image objects using the for loop and enumerate() function<\/li>\n<li>Get the XREF of the image information.<\/li>\n<li>Extract image information by passing the above image xref to the extractImage() function<\/li>\n<li>Extract image bytes by passing &#8220;image&#8221; to the above image information<\/li>\n<li>Access the image extension by passing &#8220;ext&#8221; to the above image information<\/li>\n<li>Load this image to PIL using the BytesIO() function by passing the above image bytes as an argument to it.<\/li>\n<li>Save this above result image using the save() function with the given image count and extension.<\/li>\n<li>The Exit of the Program.<\/li>\n<\/ul>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Import fitz module using the import keyword\r\nimport fitz\r\n# Import io(input-output) module using the import keyword\r\nimport io\r\n# Import Image from PIL module using the import keyword\r\nfrom PIL import Image\r\n\r\n# Open some random PDF file using the open() function of the fitz module \r\n# by passing the filename\/path as an argument to it.\r\ngvn_pdf= fitz.open(\"samplepdf_file.pdf\")\r\n# Calculate the number of pages in a given PDF file using the len() function\r\n# by passing the given pdf file as an argument to it.\r\nno_of_pages = len(gvn_pdf)\r\n\r\n# Loop in each page of the pdf till the number of pages using the for loop\r\nfor k in range(no_of_pages):\r\n    # Get the page at iterator index\r\n    page = gvn_pdf[k]\r\n    # Get all image objects present in this page using the getImageList() function\r\n    # and store it in a variable\r\n    img_lst = page.getImageList()\r\n    # Loop in these image objects using the for loop and enumerate() function\r\n    for imgcount, image in enumerate(img_lst, start=1):\r\n        # Get the XREF of the image information.\r\n        img_xref = image[0]\r\n        # Extract image information by passing the above image xref to the extractImage() function\r\n        imageinformation = gvn_pdf.extractImage(img_xref)\r\n        # Extract image bytes by passing \"image\" to the above imageinformation\r\n        img_bytes = imageinformation[\"image\"]\r\n        # Access the image extension by passing \"ext\" to the above imageinformation\r\n        img_extension = imageinformation[\"ext\"]\r\n        # Load this image to PIL using the BytesIO() function by passing the above \r\n        # image bytes as argument to it.\r\n        rslt_img= Image.open(io.BytesIO(img_bytes))\r\n        # Save this above result image using the save() function with the given image count and extension\r\n        rslt_img.save(open(f\"page{k+1}_img{imgcount}.{img_extension}\", \"wb\"))<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>Deprecation: 'getImageList' removed from class 'Page' after v1.19 - use\r\n'get_images'.\r\nDeprecation: 'extractImage' removed from class 'Document' after v1.19 - \r\nuse 'extract_image'.<\/pre>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-26756\" src=\"https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-51.png\" alt=\"Output Images in google colab\" width=\"724\" height=\"480\" srcset=\"https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-51.png 724w, https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-51-300x199.png 300w\" sizes=\"(max-width: 724px) 100vw, 724px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-26757\" src=\"https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-54.png\" alt=\"\" width=\"857\" height=\"645\" srcset=\"https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-54.png 857w, https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-54-300x226.png 300w, https:\/\/python-programs.com\/wp-content\/uploads\/2022\/03\/Screenshot-54-768x578.png 768w\" sizes=\"(max-width: 857px) 100vw, 857px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is PDF? PDFs are a popular format for distributing text. PDF is an abbreviation for Portable Document Format, and it utilizes the\u00a0.pdf\u00a0file extension. Adobe Systems designed it in the early 1990s. Reading PDF documents in Python can assist you in automating a wide range of operations. Let us now see how to extract images &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/how-to-extract-images-from-a-pdf-in-python\/\"> <span class=\"screen-reader-text\">How to Extract Images from a PDF in Python?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true},"categories":[5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Extract Images from a PDF in Python? - Python Programs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/python-programs.com\/how-to-extract-images-from-a-pdf-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Extract Images from a PDF in Python? - Python Programs\" \/>\n<meta property=\"og:description\" content=\"What is PDF? PDFs are a popular format for distributing text. PDF is an abbreviation for Portable Document Format, and it utilizes the\u00a0.pdf\u00a0file extension. Adobe Systems designed it in the early 1990s. Reading PDF documents in Python can assist you in automating a wide range of operations. Let us now see how to extract images &hellip; How to Extract Images from a PDF in Python? 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