Outline:

Tesla Autopilot

  • Problem statement

  • Current features and their impact

  • Full self-driving: our technical approach

Neural Networks in Production

  • Modeling: HydraNets

  • Data engine

  • Evaluation metrics

  • Operation vacation

  • Efficient inference

Neural Networks for FSD

  • Modeling: Bird’s Eye View networks