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As someone deep in the software test automation space, the thing I'm waiting for is robust AI-powered image recognition of app user interfaces. Combined with an
by hugs 3y ago
As someone deep in the software test automation space, the thing I'm waiting for is robust AI-powered image recognition of app user interfaces. Combined with an AI ability to write test automation code, I'm looking forward to the ability to generate executable Selenium or Appium test code from a single screenshot (or sequence of screenshots). Feels like we're almost there.
- chintler 3y agoI'll recommend the Spotlight paper by Google[1]. There are very interesting datasets they created for this purpose. They mention they have a screen-action-screen dataset that is in-house and it doesn't look like they'll open it. Maybe owning Android has its advantages. There's a recent paper by Huggingface called IDEFICS[2] that claims to be an open source implementation of Flamingo(an older paper about few-shot multi-modal task understanding) and I think this space will be heating up soon. [1] https://research.google/pubs/pub52171/ https://research.google/pubs/pub52171/ [2] https://huggingface.co/blog/idefics https://huggingface.co/blog/idefics
- hugs 3y agoThanks!