How to Quickly Scrape Image URLs from a Website

Check the options to scrape image URLs from websites. Consider a tool off-the-shelf, a custom software solution, or a data delivery service.
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There are plenty of applications that work with images nowadays. If you, for instance, want to create one for whatever purposes like image refining, colorizing, or something else, you need pictures and consequently, find an image URL on a website to scrape for every picture you use.
However, the task may be a challenge, because the sites like Facebook or Flickr, for instance, provide the URL to a photo that turns out to actually be a link to a whole photo album and not the file. To strip images from websites, it’s reasonable to turn to web scraping. There are several common ways to do it.
Traditionally we mention such options as the tools off-the-shelf usage, the custom web-scraper creation, or turning for professional data delivery services, like DataOx.

The tools that come in handy for image URLs scraping


Octoparse is a well-known tool for data extraction. It allows at least 3 ways to scrape image URLs from a target site. You can choose the one best matching your requirements for data format and get
  • All image URLs extracted and laid out in different columns of the same row.
Octoparse image URLs extraction 1
Octoparse image URLs extraction 2
  • All URLs on the same webpage in one column.
Octoparse image URLs extraction 3
Octoparse image URLs extraction 4
  • All the image URLs exported in one cell by RegExp Tool.
Octoparse image URLs extraction 5
Octoparse image URLs extraction 6

Smart Image Downloader

Smart Image Downloader from Algorithmia. This tool supports links for Dropbox, Imgur, Google Drive, 500px, Twitter, and much more. A single API call allows it to parse image URLs from the pages on the web, resize them, save the images as a .PNG, .JPG, or .BMP. and store them.
Smart Image Downloader


A few libraries are needed to find image URLs on websites and extract images from the sites on the web. Commonly BeautifulSoup, Selenium, and Pandas are used for image URLs harvesting and data gathering into a .CSV file.
Python Code Sample
Then several additional libraries like Pillow and requests are needed to store the content, convert it into an image object and save it to a location specified.

Chrome extensions

Image Link Grabber allows images links extraction with a single click. All you need is just open the necessary page and click on the app icon, you’ll get the links right away.
Image Link Grabber Screenshot

Data Delivery services

It’s no doubt all the tools and approaches to strip images from websites are good and workable for certain tasks. However, if you want to be sure you get comprehensive datasets and the quality of the image URLs and images themselves are good, our advice is to turn to a professional data delivery service. Knowing all the ropes of the process, professionals can help you save your time and effort.
DataOx Image Scraping

Scrape Image URLs from Website – FAQ

How to extract the image URL from a website?

To determine the image URL pattern, you can check the website page, find the image you need, click the right mouse button and choose ‘copy image address.’ You can also open the picture in a new tab with the same right-click menu option and proceed to the image URL address. For bulk image downloads, use web scrapers or professional web scraping services at DataOx.
Image Link Grabber is an extension for the Google Chrome browser. It allows the extraction of image URLs from a web page into a list. To use it, install the extension, visit the web page you need to scrape, and click on the app icon in your browser.

How to scrape images from a website?

Scraping images from a single page is easy with manual ‘Ctrl + U’ search for .jpg / .png files or online browser extensions. However, if you need to scrap multiple images from the whole website, we recommend you use online tools like Octoparse, Scrapy or use expert developer services of the DataOx team.


As experts in web data scraping, we are ready to provide you with data delivery services in image URLs parsing and image scraping. DataOx realizes one-time data delivery as well as regular scraping sessions as it’s requested by the client.
We can also offer you a custom tool development for image scraping from the web. If you doubt what solution is best for you, schedule a free consultation with our expert and discuss all the nuances.
Publishing date: Sun Apr 23 2023
Last update date: Wed Apr 19 2023