Can vision models tell if you're using an image filter?

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Obviously for a subtle enough one the answer is 'no', but let's say we're drawing from the pool of 1000 most popular filters on Instagram every month for the last three years.

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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{holtzman-can-vision-models-2026,
  author = {Holtzman, Ari},
  title = {Can vision models tell if you're using an image filter?},
  year = {2026},
  url = {https://hypogenic.ai/ideahub/idea/QRbGwdUkiQMyMOyMEkvG}
}

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