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![](https://i.imgur.com/kAShjbs.gif)
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We study the representations learned by different families of vision transformers.
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Here are some spaces that you can explore while you're here:
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* [Generating attention heatmaps from images](https://huggingface.co/spaces/probing-vits/attention-heat-maps)
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* [Generating attention rollout plots from images] (soon)
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If you'd like to dig into the code then check out [this repository](https://github.com/sayakpaul/probing-vits). If
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you're excited and want to generate attention heatmaps from videos (like the one shown above) then check out
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[this Notebook](https://github.com/sayakpaul/probing-vits/blob/main/notebooks/dino-attention-maps-video.ipynb).
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![](https://i.imgur.com/kAShjbs.gif)
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