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https://github.com/paulkinlan/button-and-link-scraper

A tool that scrapes web pages to get a list of buttons and anchors
https://github.com/paulkinlan/button-and-link-scraper

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A tool that scrapes web pages to get a list of buttons and anchors

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Should be a link
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In accessibility, it's important to make sure that links are styled as links.

I'd like to see if that I can build a simple ML model that detects if a link is styled as a button or not.

Proposal
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I'm not too sure how to do this, but I think it would be something like:

1. Get the data. What do buttons look like?
1. Get a list of text links, and a list of image links
2. Get a list of buttons.
3. Get an image of each button and each link.
4. Hand validate the images.
2. Split the data into a training set and a test set.
3. Train a model
4. Evaluate the model.
5. ???
6. Profit. Deploy the model.