Deepracer Waypoint Tools

collection of resources for different learning deepracer

This repository provides tooling for the analysis of AWS DeepRacer training experiments. It enables users to visualise and evaluate the performance of their reinforcement learning models trained using the AWS DeepRacer service.

This project helps visualize the waypoints of the September DeepRacer Student League track.

A one-stop lightweight solution to aid your manual tasks

An easy way to enhance DeepRacer model training using DRfC functionalities through Jupyter Notebooks. Reproducing some core functionalities provided by AWS SageMaker Notebook

This project is an AWS serverless application that automatically submits an AWS DeepRacer Model to a given AWS Virtual Circuit race.

AWS Deepracer localization and path generation with ros2 dashing

DeepRacer Drive on Real Track

OpenRacer is an open-source platform that empowers you to train machine learning models for autonomous racing. Built with Python and powered by a Unity-based 3D environment, OpenRacer offers a dynamic and accessible way to develop and test AI models in a simulated racing environment.

Deepracer - AWS machine learning racing simulator.

aws deepracer simple timer

Customization for the DeepRacer Car

Utility to take an AWS DeepRacer RoboMaker log file and replay completed episodes through a new reward function for comparison

AWS DeepRacer 2019