GitHub topics: deepracer | Ecosyste.ms: Repos

aws-deepracer-community/deepracer-on-the-spot

Repo for running DeepRacer on Spot or Standard instances to save money versus the AWS DeepRacer console

Language: TypeScript - Size: 67.2 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 53 - Forks: 130

larsll/larsll-deepracer-logging

Package is used to monitor a specific DeepRacer ROS topic and to write to a bag for later investigation.

Language: Python - Size: 1.06 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

Gummala-vinaykumar/AWS-DeepRacer-Autonomous-Racing-Model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

Size: 21.1 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

sayeang/AWS-DeepRacer-Autonomous-Racing-Model

Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalable-training-&-deployment.

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

aws-deepracer-community/deepracer-custom-console

AWS DeepRacer Device Console Upgrade built on Cloudscape

Language: TypeScript - Size: 129 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 1

aws-deepracer-community/deepracer-custom-car

Customization for the DeepRacer Car

Language: Python - Size: 5.85 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 9 - Forks: 1

fiscalcareerweek/AWS-DeepRacer-Autonomous-Racing-Model

Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalable-training-&-deployment.

Size: 2.93 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

rohit123-wq/AWS-DeepRacer-Autonomous-Racing-Model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

Language: JavaScript - Size: 329 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

nalbam/deepracer-board

DeepRacer Leaderboard Webapp

Language: JavaScript - Size: 1.75 MB - Last synced at: 5 days ago - Pushed at: 26 days ago - Stars: 4 - Forks: 1

Natsu2002/AWS-DeepRacer-Autonomous-Racing-Model

Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalable-training-&-deployment.

Size: 1.95 KB - Last synced at: 23 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

Scorpionwarrior/AWS-DeepRacer-Autonomous-Racing-Model

el using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Paul7513/AWS-DeepRacer-Autonomous-Racing-Model

el using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

yusufu790/AWS-DeepRacer-Autonomous-Racing-Model

el using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

Size: 4.88 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Loony4Logic/OpenRacer

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.

Language: ShaderLab - Size: 3.22 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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 - Size: 343 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 15

aws-deepracer-community/deepracer-simapp

Extract from AWS DeepRacer Robomaker Bundle

Language: Python - Size: 294 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 89 - Forks: 52

ai-projs/notebooks-drfc-manager

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

Size: 827 KB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ai-projs/drfc-manager

Lib for enabling DeepRacer for Cloud (DRfC) functionalities via Python. A wrapper for DRfC

Language: Python - Size: 1.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

DoguD/aws-deepracer

Reward function experiments for AWS DeepRacer.

Language: Python - Size: 14.6 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

aws-deepracer-community/deepracer-custom-tracks

A repository for custom tracks for DeepRacer

Language: Jupyter Notebook - Size: 45 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 2

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.

Language: Python - Size: 38.4 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 13

SDC-Lab/DeepRacer-Models

This repository contains practical recommendations and models to improve the performance of your AWS DeepRacer on physical racetracks.

Size: 497 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 1

aws-deepracer-community/deepracer-analysis

A set of Jupyter notebooks to analyze the performance of a DeepRacer model.

Language: Jupyter Notebook - Size: 78.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 164 - Forks: 139

tusharnankani/deepracer-off-the-spot

A one-stop lightweight solution to aid your manual tasks

Language: Python - Size: 128 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SDC-Lab/DeepRacer-Analyzer

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.

Language: Python - Size: 13.1 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Abdullah2020/DeepRacer-Student-League-Track-Waypoints-Visualization

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

Language: Jupyter Notebook - Size: 345 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

awskrug/deepracer-group

AWSKRUG DeepRacer Group

Size: 26.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 2

nalbam/deepracer-sim

DeepRacer Reward Function Simulator

Language: Python - Size: 834 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 8

aws-deepracer-community/deepracer-log-guru

Interactive detailed analysis tool for AWS DeepRacer logs

Language: Python - Size: 20.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 62 - Forks: 40

lshw54/awsdeepracer_control

This python package rewrite to support the new version Deepracer Console Software version 2.0.383.0

Language: Python - Size: 17.6 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 3

ai-castle/deepracer-simple-timer

aws deepracer simple timer

Language: JavaScript - Size: 482 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ai-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 - Size: 1.72 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

nalbam/deepracer-submit

DeepRacer League Auto Submit Bot

Language: Python - Size: 47.2 MB - Last synced at: 5 days ago - Pushed at: 12 months ago - Stars: 13 - Forks: 9

larsll/deepracer-for-cloud Fork of aws-deepracer-community/deepracer-for-cloud

Private fork of DeepRacer-for-Cloud; master has been moved upstream.

Language: Shell - Size: 534 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 22 - Forks: 12

NightfuryEquinn/AWS-Deepracer

External Event

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Valentin-Golyonko/TryingDeepRacer

Deepracer - AWS machine learning racing simulator.

Language: Python - Size: 54.7 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

larsll/deepracer-pi

A port of the DeepRacer software stack for the Raspberry Pi 4.

Language: Python - Size: 953 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 4

larsll/deepracer-devel

ROS2 Workspace for DeepRacer Development

Language: Python - Size: 143 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

deepracer-qxd/class-guides

Guides about AWS DeepRacer study group at the Federal University of Ceara (UFC)

Language: Jupyter Notebook - Size: 879 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

brittanyjmartin/deepracer

The fastest way to get rolling with machine learning on AWS. Workshop completed at re:Invent 2018 :blue_car: :red_car:

Language: Python - Size: 1000 Bytes - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 3

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 - Size: 2.6 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

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.

Language: Python - Size: 289 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 9

nalbam/deepracer-workshop Fork of awskrug/deepracer-workshop

Language: CSS - Size: 40.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

makit/deepracer-reward-function-replayer

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

Language: Python - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

cmasenas/AWS-Deepracer-Gamepad-Control

Control the AWS Deepracer directly with a Logitech F710 gamepad

Language: CMake - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

awskrug/deepracer-notebook

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

aws-deepracer-community/deepracer-timer

Tool to measure lap times for AWS DeepRacer.

Language: JavaScript - Size: 3.24 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 4

awskrug/deepracer-workshop

Language: CSS - Size: 40.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 2

nalbam/deepracer-workshop-old

Language: CSS - Size: 6.64 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

iamv1n/Deepracer

This Repo is a brief introduction to how I approached the AWS Deepracer Student League held annually by AWS.

Language: Python - Size: 27.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

iamniddi/DeepRacer

DeepRacer Drive on Real Track

Size: 406 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 9.9 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 115 - Forks: 62

GoSleepBelall/AWSDeepRacer

Some of my reward functions and analysis that helped me throughout my learning

Language: Python - Size: 142 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

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.

Language: Python - Size: 78.1 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 9

oscarYCL/deepracer-waypoints-workshop

AWS DeepRacer Free Student Workshop: Run faster by using your custom waypoints. Step by Step to learn reinforcement learning,

Language: Python - Size: 5.78 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 15

athackst/deepracer_dockerfiles 📦

Dockerfiles to run the DeepRacer.

Language: Dockerfile - Size: 4.06 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

kevinmarlis/deep-racer

Steps to setup and train a DeepRacer model on Mac OSX using CPU

Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 6

vvead/AWS-Machine-Learning

AWS Maching Learning Foundations Scholarship

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 3

elsa-lab/gym-deepracer

A simple AWS DeepRacer simulator using Unity with OpenAI gym interface.

Language: Python - Size: 18 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

HasarinduPerera/deepracer-student-league-starterkit

A Collection of Resources for the AWS DeepRacer Student League

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Shivansh2407/AWS-Machine-Learning-Foundations-Scholarship

Udacity AWS ML Foundations Scholarship Course Walkthrough

Size: 595 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 40

rajat5ranjan/AWS-DeepRacer

AWS Deepracer organised by ANZ Melbourne collaborated with Amazon to have a run

Size: 1.42 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

mwilchek/DeepRacer-2020

AWS 2020 re:Invent DeepRacer Competition work and GWU Cloud Computing Project

Language: Python - Size: 16.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

lshw54/deepracer_api

A project to use different hardware control AWS deepracer

Language: Python - Size: 83 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2

kunjan-mhaske/amazon-deepracer-reinforcement-learning

It contains the reward function and model generated that used in battle-of-schools March 2020 at RIT

Language: Python - Size: 42.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Usin2705/DeepRacer

My AWS DeepRacer reward functions and some analysises

Language: Python - Size: 747 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 4

cs12b033/DeepRacer

AWS DeepRacer 2019

Language: Python - Size: 32.4 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

rimironenko/deepracer-model-creation-task

Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 40.8 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 3