As far as I'm aware, any analysis happens on the server side, so wouldn't affect the phones' resources. Also, you can already do this - search for 'food' or 'grass' for example.
While we can add tags to our pictures, these tags are not saved in the pictures files standard "Keywords" tag.
So if we transfer these files to a computer, we'll lose these tags.
Embedding them in the files in the standard way (and without changing the date of the files) with the "Keywords" tag could make use more prone to add tags. These tags could then be used for machine learning to improve search for all users.
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