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 β 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 weβre putting cutting-edge research into practice to automatically generate neural nets.
ββGSCNN: 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
ββDriverless 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
ββAn 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
ββπΉHow Tesla self-driving AI sees the world
#Tesla #selfdriving #cv #dl #video #Autonomous #video
#Tesla #selfdriving #cv #dl #video #Autonomous #video
ββThorough 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 donβt 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 donβt 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 π¦
ββThorough 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 donβt use autopilot on highways. They are still buggy and in developmentβ¦
If you wanna explore #selfdriving problems more and havenβt seen it yet, you are welcome to checkout this post.
ββWaymo 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
Redditersβ 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
Redditersβ experience: https://www.reddit.com/r/waymo/comments/j7rphd/4_minute_full_video_in_waymo_one_no_driver_short/
#autonomousrobots #selfdriving #rl #DL
ββBaidu 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
π¦ Hi!
We are the first Telegram Data Science channel.
Channel was started as a collection of notable papers, news and releases shared for the members of Open Data Science (ODS) community. Through the years of just keeping the thing going we grew to an independent online Media supporting principles of Free and Open access to the information related to Data Science.
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* Where to start learning more about Data Science. https://github.com/open-data-science/ultimate_posts/tree/master/where_to_start
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Open Data Science
ODS.ai is an international community of people anyhow related to Data Science.
Website: https://ods.ai
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Through the years we accumulated a big collection of materials, most of them accompanied by hashtags.
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* ML trainings Telegram Channel: @mltrainings
* ODS Community Twitter: https://twitter.com/ods_ai
Feedback and Contacts
You are welcome to reach administration through telegram bot: @opendatasciencebot
We are the first Telegram Data Science channel.
Channel was started as a collection of notable papers, news and releases shared for the members of Open Data Science (ODS) community. Through the years of just keeping the thing going we grew to an independent online Media supporting principles of Free and Open access to the information related to Data Science.
Ultimate Posts
* Where to start learning more about Data Science. https://github.com/open-data-science/ultimate_posts/tree/master/where_to_start
* @opendatascience channel audience research. https://github.com/open-data-science/ods_channel_stats_eda
Open Data Science
ODS.ai is an international community of people anyhow related to Data Science.
Website: https://ods.ai
Hashtags
Through the years we accumulated a big collection of materials, most of them accompanied by hashtags.
#deeplearning #DL β post about deep neural networks (> 1 layer)
#cv β posts related to Computer Vision. Pictures and videos
#nlp #nlu β Natural Language Processing and Natural Language Understanding. Texts and sequences
#audiolearning #speechrecognition β related to audio information processing
#ar β augmeneted reality related content
#rl β Reinforcement Learning (agents, bots and neural networks capable of playing games)
#gan #generation #generatinveart #neuralart β about neural artt and image generation
#transformer #vqgan #vae #bert #clip #StyleGAN2 #Unet #resnet #keras #Pytorch #GPT3 #GPT2 β related to special architectures or frameworks
#coding #CS β content related to software engineering sphere
#OpenAI #microsoft #Github #DeepMind #Yandex #Google #Facebook #huggingface β hashtags related to certain companies
#productionml #sota #recommendation #embeddings #selfdriving #dataset #opensource #analytics #statistics #attention #machine #translation #visualization
Chats
- Data Science Chat https://t.me/datascience_chat
- ODS Slack through invite form at website
ODS resources
* Main website: https://ods.ai
* ODS Community Telegram Channel (in Russian): @ods_ru
* ML trainings Telegram Channel: @mltrainings
* ODS Community Twitter: https://twitter.com/ods_ai
Feedback and Contacts
You are welcome to reach administration through telegram bot: @opendatasciencebot
GitHub
ultimate_posts/where_to_start at master Β· open-data-science/ultimate_posts
Ultimate posts for opendatascience telegram channel - open-data-science/ultimate_posts