Why does it need to be ML? Can’t they just be categorized?

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How? Humans? Who is going to identify what the gif is? 🐶🐾🫡

Surely they are already categorized somewhere…

giphy has a search engine and if you post the link you'll get a preview....

https://giphy.com/gifs/celebs-muppets-elmo-jPAdK8Nfzzwt2

The categorization would need to be done by hand?

You want to signup to review 300K GIFs? 🐶🐾🤣

I would give up after like 5th anime gif wondering where did society go wrong

And I would not blame you! 🐶🐾🤣

Or just scrape the web like any other sane developer …