NVIDIA's article on #AI training and validation infrastructure for autonomous driving with MagLev, introduced at #facebook event.

https://blogs.nvidia.com/blog/2018/09/13/how-maglev-speeds-autonomous-vehicles-to-superhuman-levels-of-safety/

#selfdriving #ci

AutoML: Automating the design of machine learning models for autonomous driving

Link: https://medium.com/waymo/automl-automating-the-design-of-machine-learning-models-for-autonomous-driving-141a5583ec2a

#Waymo #automl #DL #selfdriving #Google

​​GSCNN: video segmetation architecture

Semantic segmentation GSCNN significantly outperforms DeepLabV3+ on Cityscapes benchmark.

Paper: https://arxiv.org/abs/1907.05740
Github (Project): https://github.com/nv-tlabs/GSCNN

#DL #CV #NVidiaAI #Nvidia #autonomous #selfdriving #car #RL #segmentation

​​Driverless DeLorean drifting

#Stanford researchers taught autonomous car driving AI to drift to handle hazardous conditions better.

Link: https://news.stanford.edu/2019/12/20/autonomous-delorean-drives-sideways-move-forward/

#Autonomous #selfdriving #RL #CV #DL #DeLorean

​​An autonomous AI racecar using NVIDIA Jetson Nano

Usually DS means some blue collar work. Rare cases suggest physical interactions. This set by #NVidia allows to build $400/$600 toy car capable of #selfdriving.

#JetRacer comes with a couple examples to get you up and running. The examples are in the format of Jupyter Notebooks, which are interactive documents which combine text, code, and visualization. Once you've completed the notebooks, start tweaking them to create your own racing software!

Github: https://github.com/NVIDIA-AI-IOT/jetracer

#autonomousvehicle #rl #jupyter #physical

​​📹How Tesla self-driving AI sees the world

#Tesla #selfdriving #cv #dl #video #Autonomous #video

​​Thorough analysis of recent Tesla Model 3 accident and warning to autopilot users

Olga Uskova shared insights of her #CognitivePilot team members on #Tesla accident.

Highlights:

- Please don’t use autopilot on highways. They are still buggy and in development
- Obvious GTA-emulator training might have not been done to reach satisfactory results
- Tesla might have not been updating stereo cams + radar cooperation logic due to termination of contract with Mobileye EyeQ3

Analysis: https://www.facebook.com/uskova.oa/videos/804398560090702/
Article: https://www.thedrive.com/news/33789/autopilot-blamed-for-teslas-crash-into-overturned-truck

#autonomousdriving #selfdriving #RL #cars

If you wanna explore #selfdriving problems more and haven’t seen it yet, you are welcome to checkout this post.

​​Waymo started driverless tests in Phoenix

This #Google company plans to expand tests to cover whole state later.

Blog: https://blog.waymo.com/2020/10/waymo-is-opening-its-fully-driverless.html
Redditers’ experience: https://www.reddit.com/r/waymo/comments/j7rphd/4_minute_full_video_in_waymo_one_no_driver_short/

#autonomousrobots #selfdriving #rl #DL

​​Baidu announced opening 10k sq m park with 200 operating autonomous vehicles in China.

Source: https://twitter.com/Baidu_Inc/status/1420776376861405185

#Baidu #selfdriving

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