deepracer
There are 65 repositories under deepracer topic.
aws-deepracer-community/deepracer-analysis
A set of Jupyter notebooks to analyze the performance of a DeepRacer model.
amazon-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
oscarYCL/deepracer-waypoints-workshop
AWS DeepRacer Free Student Workshop: Run faster by using your custom waypoints. Step by Step to learn reinforcement learning,
aws-deepracer-community/deepracer-simapp
Extract from AWS DeepRacer Robomaker Bundle
Shivansh2407/AWS-Machine-Learning-Foundations-Scholarship
Udacity AWS ML Foundations Scholarship Course Walkthrough
aws-deepracer-community/deepracer-log-guru
Interactive detailed analysis tool for AWS DeepRacer logs
dmh23/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.
jmhbnz/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.
dp770/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.
larsll/deepracer-for-cloud
Private fork of DeepRacer-for-Cloud; master has been moved upstream.
GoSleepBelall/AWSDeepRacer
Some of my reward functions and analysis that helped me throughout my learning
nalbam/deepracer-sim
DeepRacer Reward Function Simulator
Usin2705/DeepRacer
My AWS DeepRacer reward functions and some analysises
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.
cahya-wirawan/deepracer-tools
Some tools for AWS Deepracer
nalbam/deepracer-submit
DeepRacer League Auto Submit Bot
kevinmarlis/deep-racer
Steps to setup and train a DeepRacer model on Mac OSX using CPU
vvead/AWS-Machine-Learning
AWS Maching Learning Foundations Scholarship
regularlady/deepracer
The fastest way to get rolling with machine learning on AWS. Workshop completed at re:Invent 2018 :blue_car: :red_car:
TheGeekiestOne/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.
cmasenas/AWS-Deepracer-Gamepad-Control
Control the AWS Deepracer directly with a Logitech F710 gamepad
rajat5ranjan/AWS-DeepRacer
AWS Deepracer organised by ANZ Melbourne collaborated with Amazon to have a run
larsll/deepracer-pi
A port of the DeepRacer software stack for the Raspberry Pi 4.
awskrug/deepracer-group
AWSKRUG DeepRacer Group
DoguD/aws-deepracer
Reward function experiments for AWS DeepRacer.
iamv1n/Deepracer
This Repo is a brief introduction to how I approached the AWS Deepracer Student League held annually by AWS.
nalbam/deepracer-board
DeepRacer Leaderboard Webapp
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
ai-castle/deepracer-vision-timer
DeepRacer Vision Timer provides a vision-based AI automatic timing system and timer for offline competitions using AWS DeepRacer.
elsa-lab/gym-deepracer
A simple AWS DeepRacer simulator using Unity with OpenAI gym interface.
SDC-Lab/DeepRacer-Models
This repository contains practical recommendations and models to improve the performance of your AWS DeepRacer on physical racetracks.
aws-deepracer-community/deepracer-custom-tracks
A repository for custom tracks for DeepRacer
deepracer-qxd/class-guides
Guides about AWS DeepRacer study group at the Federal University of Ceara (UFC)
joaocarvoli/drfc-manager
Lib for enabling DRfC functionalities via Python. A wrapper for DRfC
lshw54/awsdeepracer_control
This python package rewrite to support the new version Deepracer Console Software version 2.0.383.0
wooneusean/auto_racer
A script that enters a race for you every 5 minutes for AWS DeepRacer