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[](https://github.com/commaai/openpilot)
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# comma
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* **[openpilot](https://github.com/commaai/openpilot)**: an open source driver assistance system that supports 250+ supported car makes and models
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* **[comma three](https://comma.ai/shop/comma-three)**: a devkit that runs openpilot
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## Follow us
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* Blog: [blog.comma.ai](https://blog.comma.ai)
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* Twitter: [@comma_ai](https://twitter.com/comma_ai)
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* Discord: [discord.comma.ai](https://discord.comma.ai)
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* YouTube: [youtube.com/c/commaai](https://www.youtube.com/c/commaai)
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## Try our challenges
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* [openpilot CTF](https://github.com/commaai/openpilot/blob/master/tools/CTF.md)
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* [calibration challenge](https://github.com/commaai/calib_challenge)
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* design challenge: coming soon, check out [@comma__design](https://twitter.com/comma__design) for now
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## Public datasets
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* [commaVQ](https://github.com/commaai/commavq): 100k minutes of tokenized driving video
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* [comma10k](https://github.com/commaai/comma10k): Semantically labeled crowd-sourced driving images
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* [comma2k19](https://github.com/commaai/comma2k19): 33 hours of driving on California highway
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## We're hiring
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Check out our [job listings](https://comma.ai/jobs).
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