AWS DeepRacer Reviews and Details

Social recommendations and mentions

• Beginning the Journey into ML, AI and GenAI on AWS

  Generative Artificial Intelligence (GenAI) is a type of artificial intelligence that can generate text, images, or other media using generative models. AWS offers a range of services for building and scaling generative AI applications, including Amazon SageMaker, Amazon Rekognition, AWS DeepRacer, and Amazon Forecast. AWS has also invested in developing foundation models (FMs) for generative AI, which are... - Source: dev.to / over 2 years ago

• RL for robotics

  I haven't used it, but I've heard good things about AWS' DeepRacer. It's supposed to be an all-in-one place to start for this kind of work. Source: almost 3 years ago

• Scaling ML Education With AWS DeepRacer

  AWS DeepRacer is a service offered by Amazon Web Services (AWS) that combines machine learning, cloud computing, and robotics to provide a platform for learning and experimenting with reinforcement learning. - Source: dev.to / about 3 years ago

• Donkeycar: A Python self driving library

  Some other toy-scale self-driving car projects which come with simulators in case someone cannot get the hardware: 1. Duckietown: https://www.duckietown.org/ from ETH Zurich, comes with a MOOC with all material. 2. MuSHR: https://mushr.io/ from Sid Srinivasa’s group at UW. 3. F1TENTH: https://f1tenth.org/ probably the most popular, regularly heads physical competitions, sometimes at popular robotics conferences.... - Source: Hacker News / over 3 years ago

• My experience starting out with Deepracer (Q4/22)

  I don't think I'll spend too much time writing about the history of deepracer, or what it is. You can read up on it on AWS website https://aws.amazon.com/deepracer/. - Source: dev.to / over 3 years ago

• Project for University

  Depends on your discipline and budget... If you are doing machine learning, Amazon Deep Racer Evo is a nice hardware packet. https://aws.amazon.com/deepracer/. Source: almost 4 years ago

• AWS Deep Racer Event Hosting — Setup

  I’m Mark Ross, Lead Cloud Architect at Atos, specialising in AWS. I’ve been an AWS Ambassador since 2021 and joined the AWS Community Builder program in 2022. I’ve set-up an AWS focussed community interested in training, certification and working with AWS technologies with our customers, our Atos AWS Coaching Hub. Our most recent event is an AWS Deep Racer competition, to allow colleagues to get hands on... - Source: dev.to / almost 4 years ago

• Racing series for self driving cars?

  It's not on the scale you're imagining but Amazon does an AI car league for R/C sized cars. Not sure if anyone actually cares about it though. Source: almost 4 years ago

• Using ML to find optimal racing lines on a race track

  AWS DeepRacer has a pretty fun simulator where you can play around with that. Source: about 4 years ago

• Train DeepRacer models on EC2 Spot instances

  DeepRacer is an AWS service that lets you create Machine Learning models that run on virtual or physical autonomous 1/18 scale racing cars. - Source: dev.to / about 4 years ago

• AWS Summit 2022 Australia and New Zealand - Day 1, AI/ML Edition

  Not everyday does one have the chance to develop systems used in autonomous vehicles and AWS have just given every developer the ability to do so in DeepRacer! Using Amazon SageMaker and Intel's OpenVINO toolkit, Reinforcement learning can be used to train your models, after which it can be run in the DeepRacer 3D racing simulator. - Source: dev.to / over 4 years ago

• Getting Started Machine Learning with AWS

  AWS DeepRacer - the fastest way to get rolling with machine learning (amazon.com). - Source: dev.to / over 4 years ago

• [Question] Any cool projects to train your own AI bots?

  Amazon's AWS DeepRacer is a popular such project/competition. Source: over 4 years ago

• I can’t clean my house because Amazon servers are down.

  I’m a massive nerd who spent my last pre-covid conference at AWS reinvent in Las Vegas playing with an AI powered RC car called deep racer with teams competing to get it to drive itself. Source: over 4 years ago

• Active and upcoming reinforcement learning competitions

  AWS DeepRacer is a beginner-friendly 3D racing simulator aimed at helping developers get started with RL. Participants can train models on Amazon SageMaker (first 10 hours are free) and enter monthly competitions in the form of an ongoing AWS DeepRacer League. - Source: dev.to / almost 5 years ago

• 8+ Reinforcement Learning Project Ideas

  AWS DeepRacer is a 3D racing simulator designed to help developers get started with RL using Amazon SageMaker. You'll need to pay for training and evaluating your model on AWS. It features monthly competitive races as part of the AWS DeepRacer league, which awards prizes and the chance to compete at re:Invent. - Source: dev.to / almost 5 years ago

• Fine-tuning the performance of the model

  Additional Resources: AWS DeepRacer e-learning course for free: https://www.aws.training/Details/eLearning?id=32143 For source-code and get started pack, see https://github.com/Vivek0712/aws-deepracer For more information about AWS DeepRacer, see https://aws.amazon.com/deepracer/. For more information about AWS Training and Certification, see https://aws.amazon.com/training/. To troubleshoot and collaborate... - Source: dev.to / about 5 years ago

• How to learn self driving technology?

  If you want to experiment with real hardware, you can get an AWS DeepRacer. Source: over 5 years ago

• AWS Machine Learning Tools in 2021

  AWS DeepRacer gives you a 1/18th scale autonomous race car driven by Machine Learning models. You can train it at home, with your own parkour, and later compete in the global racing league to see if your training had any merit. - Source: dev.to / over 5 years ago