aws-samples / aiot-e2e-sagemaker-greengrass-v2-nvidia-jetson
Hands-on lab from ML model training to model compilation to edge device model deployment on the AWS Cloud. It covers the detailed method of compiling SageMaker Neo for the target device, including cloud instance and edge device, and how to write and deploy Greengrass-v2 components from scratch.
☆16Updated last year
Alternatives and similar repositories for aiot-e2e-sagemaker-greengrass-v2-nvidia-jetson:
Users that are interested in aiot-e2e-sagemaker-greengrass-v2-nvidia-jetson are comparing it to the libraries listed below
- End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS…☆40Updated 4 years ago
- ☆16Updated last year
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆54Updated last year
- This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Ser…☆46Updated 8 months ago
- ☆40Updated 3 weeks ago
- ☆22Updated 8 months ago
- Amazon SageMaker Edge Manager Workshop☆36Updated 2 years ago
- Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents☆20Updated 2 months ago
- MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.☆27Updated 3 weeks ago
- ☆40Updated 7 months ago
- ☆22Updated 10 months ago
- AWS IoT Greengrass PubSub SDK for Python☆11Updated last year
- This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK☆82Updated 5 months ago
- ☆20Updated last year
- AWS Generative AI Conversational RAG Reference (Galileo)☆74Updated 2 weeks ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated last year
- How to use AWS IoT Greengrass V2 for Image classification and Video Analytics Pipelines☆17Updated 3 years ago
- Lookout For Vision Workshop☆22Updated 2 months ago
- ☆88Updated 2 years ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 4 years ago
- ☆19Updated last year
- ☆13Updated last year
- Deployable solutions for AWS IoT Greengrass for common design patterns, or to address specific use-cases.☆71Updated 8 months ago
- The Things Stack packaged as an AWS IoT Greengrass component☆11Updated last week
- Secure and scalable MLOps platform on AWS using Terraform.☆41Updated last month
- This solution demonstrates the setup and deployment of Amazon SageMaker Studio into a private VPC and implementation of multi-layer secur…☆19Updated 2 years ago
- ☆21Updated 2 weeks ago
- This code repository contains code assets of "Generative AI Large Language Model Workshop for Financial Services" workshop☆19Updated last year
- aws greengrass version2 based realtime data ingestion - all resources are created by aws cdk☆21Updated 8 months ago
- This project provides a demonstration of up to 10,000 industrial assets, each with four tags, that can flow data through AWS IoT SiteWise…☆22Updated last year