v0.8.2

commaai/openpilotv0.8.2Feb 27, 2021by VirtuallyChris

AI Summary

Lateral planning is refined by using model points directly in MPC, and video streaming between processes is rewritten for better performance.

Key Highlights

  • Use model points directly in MPC for accuracy
  • New driver monitoring model with 3x more diverse data
  • Rewritten video streaming between openpilot processes
  • Improved longitudinal tuning on TSS2 Corolla and Rav4

New Features

  • Model points in MPC
  • New driver monitoring model
  • Rewritten video streaming
  • Improved qcamera resolution
  • Audi A3 2015 and 2017 support
  • Nissan Altima 2020 support
  • Lexus ES Hybrid 2018 support
  • Toyota Camry Hybrid 2021 support

Full Release Notes

* Use model points directly in MPC (no more polyfits), making lateral planning more accurate
* Use model heading prediction for smoother lateral control
* Smarter actuator delay compensation
* Improve qcamera resolution for improved video in explorer and connect
* Adjust maximum engagement speed to better fit the model's training distribution
* New driver monitoring model trained with 3x more diverse data
* Improved face detection with masks
* More predictable DM alerts when visibility is bad
* Rewritten video streaming between openpilot processes
* Improved longitudinal tuning on TSS2 Corolla and Rav4 thanks to briskspirit!
* Audi A3 2015 and 2017 support thanks to keeleysam!
* Nissan Altima 2020 support thanks to avolmensky!
* Lexus ES Hybrid 2018 support thanks to TheInventorMan!
* Toyota Camry Hybrid 2021 support thanks to alancyau!