ApolloAuto/apollo

Real AI models used in AVs

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eds89 commented

Hello,
Does anyone know whether any automotive OEM has open-sourced the pre-trained AI models used in their self-driving car projects? What's the state of the art on open-sourced models? I know there are lots of different models, each for a different ADAS function, involved in the operation of a normal AV. For now, any would suffice really.

I'm checking Apollo.auto at the moment, but I'm not sure it's applicable to real self-driving scenarios.

Best regards,

Yes, they can actually be used. I think the conditions of use are speed and accuracy, of course deep learning has its own flaws, but we don't have a better way