{"repo":"aws-solutions/deepracer-on-aws","free":true,"listed":false,"github":"https://github.com/aws-solutions/deepracer-on-aws","clone":"git clone https://github.com/aws-solutions/deepracer-on-aws.git","description":"DeepRacer on AWS is the latest evolution of AWS DeepRacer, delivering a self-hosted reinforcement learning solution you can deploy to your AWS account to train and evaluate autonomous-driving models in a 3D simulated environment.","language":"TypeScript","stars":23,"topics":[],"license":"Apache-2.0","category":"self-hosted-apps","readme_excerpt":"DeepRacer on AWS Overview DeepRacer on AWS is a solution that allows you to train and evaluate reinforcement learning models in a three-dimensional simulated autonomous-driving environment. The trained model can then be downloaded to a AWS DeepRacer vehicle (a 1/18th scale RC car capable of running inference on a trained AWS DeepRacer model for autonomous driving) so it can drive in a physical environment. You can also submit your model to a virtual race and have its performance ranked against other models in a virtual leaderboard. Architecture Deploying this solution with the default parameters deploys the following components in your AWS account. Components 1. A user accesses the DeepRacer on AWS user interface through an Amazon CloudFront distribution, which delivers static web assets from the UI assets bucket and video streams from simulations. 1. The user interface assets are hosted in an Amazon S3 bucket that stores the static web assets comprising the user interface. 1. An Amazon Cognito user pool manages users and user group membership. 1. An Amazon Cognito identity pool manages federation and authorization. 1. AWS IAM user group roles define permissions and levels-of-access for each type of user in the system, used for access control and authorization. 1. AWS Lambda registration hooks execute pre- and post-registration actions including adding new users to the default user group, handling admin profile creation, and more. 1. AWS WAF provides intelligent protection fo","default_branch":null,"files":null,"tree":[],"storefront":"/r/aws-solutions","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aws-solutions/deepracer-on-aws/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}