Hello.

I am Paul Kinlan.

A Developer Advocate for Chrome and the Open Web at Google.

I love the web. The web should allow anyone to access any experience that they need without the need for native install or content walled garden.

Paul Kinlan

In this project, I'm working on an accessibility tool to detect links styled as buttons, a common issue that can confuse users. My approach involves scraping websites to gather images of buttons and links, and then training a machine learning model to distinguish between them. This post focuses on the scraping process using Puppeteer. I encountered challenges like occluded elements and smooth scrolling, which I addressed by checking for occlusion and disabling smooth scrolling. The next step is training the ML image classifier.

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Running Chrome on AppEngine

Paul Kinlan

It's possible in 3 simple steps

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