How to automate Instagram engagements with computer vision (and get banned)
This article explores using computer vision to automate Instagram engagement by bypassing DOM selectors in favor of visual recognition. It explains the technical challenges of tracking dynamic UI elements and suggests template matching as a solution.
Why it matters
It highlights the ongoing cat-and-mouse game between platform developers and automation tools, demonstrating how visual AI can circumvent traditional web scraping limitations.
Obviously, Instagram does not want you to automate engagement. Their HTML is a mess of randomly generated class names and deeply nested divs. The structure changes every deployment. Any script that relies on DOM selectors breaks within weeks because the class name doesn't exist anymore.
The content is a technical tutorial focused on software engineering concepts rather than political or social commentary.
Get smarter about the news
Sign up free for a feed built around what you actually care about, Dive Deeper research on any story, and the full text of every article.
Create free accountAlready have an account? Sign in