π¨ Breaking news:
Google just introduced ScreenAI, and it's wild.
This is going to transform the future of UX forever
Here's everything you need to stay ahead of the curve: 𧡠π
Google just introduced ScreenAI, and it's wild.
This is going to transform the future of UX forever
Here's everything you need to stay ahead of the curve: 𧡠π
ScreenAI is a Vision-Language Model (VLM) developed by Google AI that can comprehend both user interfaces (UIs) and infographics.
It's wild β capable of tasks like graphical question-answering, element annotation, summarization, navigation, and UI-specific QA.
It's wild β capable of tasks like graphical question-answering, element annotation, summarization, navigation, and UI-specific QA.
How it works: Like a superpowered UI interpreter
ScreenAI uses two stages:
- Pre-training: Applies self-supervised learning to automatically generate data labels
- Fine-tuning: Uses manually labeled data by human raters
Here are some features of it:
ScreenAI uses two stages:
- Pre-training: Applies self-supervised learning to automatically generate data labels
- Fine-tuning: Uses manually labeled data by human raters
Here are some features of it:
1. Question answering
The model answers questions regarding the content of the screenshots.
The model answers questions regarding the content of the screenshots.
2. Screen navigation
The model converts a natural language utterance into an executable action on a screen.
e.g., βClick the search button.β
The model converts a natural language utterance into an executable action on a screen.
e.g., βClick the search button.β
3. Screen summarization
The model summarizes the screen content in one or two sentences.
The model summarizes the screen content in one or two sentences.
The future of UI interaction is bright (and AI-powered)!
Is it available now?
Not yet - it's still a research project.
But stay tuned! Google's onto something revolutionary here.
I'll keep you updated!
Is it available now?
Not yet - it's still a research project.
But stay tuned! Google's onto something revolutionary here.
I'll keep you updated!
That's all! Youβve now learned about ScreenAI by Google.
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