aws-samples / aws-autonomous-driving-data-lake-image-extraction-pipeline-from-ros-bagfilesLinks
This workshop will familiarize you with some of the key steps towards building an autonomous driving data lake and extracting images from ROS bag files. Using these images, you will be able label them using SageMaker Ground Truth and fine-tuning a Machine Learning Model to detect cars.
☆10Updated 3 years ago
Alternatives and similar repositories for aws-autonomous-driving-data-lake-image-extraction-pipeline-from-ros-bagfiles
Users that are interested in aws-autonomous-driving-data-lake-image-extraction-pipeline-from-ros-bagfiles are comparing it to the libraries listed below
Sorting:
- ☆10Updated 2 years ago
- This repository contains ready-to-use notebook examples for a wide variety of use cases in Amazon EMR Studio.☆52Updated 2 years ago
- This repository has a collection of utilities for Glue Crawlers. These utilities come in the form of AWS CloudFormation templates or AWS …☆19Updated 3 years ago
- This solution helps you deploy ETL jobs on data lake using CDK Pipelines.☆68Updated 3 years ago
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆63Updated 7 years ago
- Collection of Cloud Formation Templates, Lambda Scripts and sample code required to provision an AWS Data Lake for a ReInvent Lab Exercis…☆26Updated 6 years ago
- ☆89Updated 2 years ago
- MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.☆27Updated 8 months ago
- ☆25Updated 2 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆63Updated 2 years ago
- Learn how to build an end-to-end streaming architecture to ingest, analyze, and visualize streaming data in near real-time☆34Updated 3 years ago
- MLOps Pipeline for Amazon Forecast written in AWS CDK☆11Updated 7 months ago
- ☆73Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 5 months ago
- Amazon SageMaker Best Practices, published by Packt☆29Updated 3 weeks ago
- A Pyspark job to handle upserts, conversion to parquet and create partitions on S3☆28Updated 5 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆149Updated 7 months ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆36Updated last year
- Amazon Managed Workflows for Apache Airflow (MWAA) Examples repository contains example DAGs, requirements.txt, plugins, and CloudFormati…☆117Updated last week
- Open innovation with 60 minute cloud experiments on AWS☆87Updated last year
- End to end Machine Learning with Amazon SageMaker☆42Updated last year
- ☆89Updated 3 years ago
- This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.☆99Updated 3 years ago
- Example code for running Spark and Hive jobs on EMR Serverless.☆169Updated 11 months ago
- ☆158Updated last year
- ☆24Updated 2 years ago
- An open-source framework that simplifies implementation of data solutions.☆143Updated last week
- Lab Instructions for Data Engineering Immersion Day☆192Updated 9 months ago
- ☆35Updated 2 years ago
- ☆22Updated 5 years ago