deepracer
There are 5 repositories under deepracer topic.
aws-deepracer-community / deepracer-analysis
A set of Jupyter notebooks to analyze the performance of a DeepRacer model.
Language:Jupyter Notebook 164oscarYCL / deepracer-waypoints-workshop
AWS DeepRacer Free Student Workshop: Run faster by using your custom waypoints. Step by Step to learn reinforcement learning,
Language:Python 113amazon-archives / aws-robomaker-sample-application-deepracer
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
Language:Python 112Extract from AWS DeepRacer Robomaker Bundle
Language:Python 88Shivansh2407 / AWS-Machine-Learning-Foundations-Scholarship
Udacity AWS ML Foundations Scholarship Course Walkthrough
Interactive detailed analysis tool for AWS DeepRacer logs
Language:Python 63dmh23 / deep_racer_framework
This framework makes it easier to create and maintain reward functions for AWS DeepRacer, so you spend more time on machine learning rather than writing lots of Python code! It provides geometry functions and numerous observations not available in DeepRacer itself, such as the ACTUAL SPEED of the car.
Language:Python 30jmhbnz / aws-deepracer-bootcamp
A hands on reinforcement machine learning bootcamp, created for Summer of Tech NZ. Designed to be run over a two hour session.
Language:Python 29dp770 / aws_deepracer_worksheet
Worksheet and Utilities for AWS DeepRacer – one of the most exciting ways of building strong skills in reinforcement learning and through a hands-on approach. This repository offers: 1) Functionally-rich and flexible reward function 2) Utilities with Jupiter notes for Racing Line calculation and visualisation of track 3) Scripts to parse RoboMaker training and evaluation logs to CSV file 4) Sample Excel file for car behaviour analysis as well as designing and planning new reward curves 5) Coordinates and AWS DeepRacer tracks and images.
Language:Python 23larsll / deepracer-for-cloud
Private fork of DeepRacer-for-Cloud; master has been moved upstream.
Language:Shell 22GoSleepBelall / AWSDeepRacer
Some of my reward functions and analysis that helped me throughout my learning
Language:Python 20- Language:Python 17
- Language:Python 17
aws-solutions-library-samples / guidance-for-aws-deepracer-event-management
The AWS DeepRacer Event Manager (DREM) is used to run and manage all aspects of in-person events for AWS DeepRacer, an autonomous 1/18th scale race car designed to test reinforcement learning (RL) models by racing on a physical track.
Language:JavaScript 16cahya-wirawan / deepracer-tools
Some tools for AWS Deepracer
Language:Shell 13kevinmarlis / deep-racer
Steps to setup and train a DeepRacer model on Mac OSX using CPU
- Language:Python 13
vvead / AWS-Machine-Learning
AWS Maching Learning Foundations Scholarship
Language:Jupyter Notebook 12regularlady / deepracer
The fastest way to get rolling with machine learning on AWS. Workshop completed at re:Invent 2018 :blue_car: :red_car:
Language:Python 8TheGeekiestOne / AWS-DeepRacer-League-Udacity
Code for the AWS DeepRacer Scholarship Challenge - AWS and Udacity are teaming up to teach machine learning and prepare students to test their skills by participating in the world’s first autonomous racing league—the AWS DeepRacer League. Students with the top lap times will earn full scholarships to the Machine Learning Engineer Nanodegree program.
Language:Python 8ai-castle / deepracer-vision-timer
DeepRacer Vision Timer provides a vision-based AI automatic timing system and timer for offline competitions using AWS DeepRacer.
Language:Python 6cmasenas / AWS-Deepracer-Gamepad-Control
Control the AWS Deepracer directly with a Logitech F710 gamepad
Language:CMake 6rajat5ranjan / AWS-DeepRacer
AWS Deepracer organised by ANZ Melbourne collaborated with Amazon to have a run
A port of the DeepRacer software stack for the Raspberry Pi 4.
Language:Python 5DoguD / aws-deepracer
Reward function experiments for AWS DeepRacer.
Language:Python 4- Deepracer
iamv1n / Deepracer
This Repo is a brief introduction to how I approached the AWS Deepracer Student League held annually by AWS.
Language:Python 4 - Language:JavaScript 4
rahualrai / deepracer_floridamen
Deep Racer in Howard University. Uses a reward function that prioritized staying on the track and following the correct direction. Hyperparameters including batch size, discount factor, and loss type were optimized to achieve a first-place finish. The project combined reinforcement learning and robotics through the DeepRacer platform
Language:Python 4A repository for custom tracks for DeepRacer
Language:Jupyter Notebook 3elsa-lab / gym-deepracer
A simple AWS DeepRacer simulator using Unity with OpenAI gym interface.
Language:Python 3joaocarvoli / drfc-manager
Lib for enabling DeepRacer for Cloud (DRfC) functionalities via Python. A wrapper for DRfC
Language:Python 3SDC-Lab / DeepRacer-Models
This repository contains practical recommendations and models to improve the performance of your AWS DeepRacer on physical racetracks.
deepracer-qxd / class-guides
Guides about AWS DeepRacer study group at the Federal University of Ceara (UFC)
Language:Jupyter Notebook 2lshw54 / awsdeepracer_control
This python package rewrite to support the new version Deepracer Console Software version 2.0.383.0
Language:Python 2wooneusean / auto_racer
A script that enters a race for you every 5 minutes for AWS DeepRacer
Language:Python 2
