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
https://blogs.nvidia.com/blog/2018/09/13/how-maglev-speeds-autonomous-vehicles-to-superhuman-levels-of-safety/
#selfdriving #ci
NVIDIA Blog
MagLev: Efficient AI Training for Safe Autonomous Vehicles | NVIDIA Blog
NVIDIA announced on Thursday at the Facebook @Scale Conference Project MagLev — an internal AI training and inference infrastructure.
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
Link: https://medium.com/waymo/automl-automating-the-design-of-machine-learning-models-for-autonomous-driving-141a5583ec2a
#Waymo #automl #DL #selfdriving #Google
Medium
AutoML: Automating the design of machine learning models for autonomous driving
Through a collaboration with Google AI researchers we’re putting cutting-edge research into practice to automatically generate neural nets.
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
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
#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
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
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
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
How Tesla Truck design affects design of all autonomous vehicles
#design #selfdriving #autonomousvehicle #rl #scania
#design #selfdriving #autonomousvehicle #rl #scania
Data Science by ODS.ai 🦜
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…
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
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
Source: https://twitter.com/Baidu_Inc/status/1420776376861405185
#Baidu #selfdriving