The Internet of Things on AWS – Official Blog
Author: Romil Shah
Deploying and benchmarking YOLOv8 on GPU-based edge devices using AWS IoT Greengrass
Introduction Customers in manufacturing, logistics, and energy sectors often have stringent requirements for needing to run machine learning (ML) models at the edge. Some of these requirements include low-latency processing, poor or no connectivity to the internet, and data security. For these customers, running ML processes at the edge offers many advantages over running them […]
Automating workflows for AWS IoT Greengrass V2 components
Introduction AWS IoT Greengrass V2 Development Kit Command-Line Interface (GDK CLI) was announced at AWS re:Invent 2021. With GDK CLI you can easily create AWS IoT Greengrass V2 components, flexibly define recipes, and publish these components to AWS IoT Greengrass V2. However, every time there is a change to the AWS Greengrass V2 component recipe, […]