The Internet of Things on AWS – Official Blog
Category: Amazon SageMaker
Machine Learning at the Edge: Using and Retraining Image Classification Models with AWS IoT Greengrass (Part 1)
With the introduction of the AWS IoT Greengrass Image Classification connector at this year’s re:Invent, it has become easier than ever to use image classification at the edge through AWS IoT Greengrass. Because it is software that lives on a local device, AWS IoT Greengrass makes it possible to analyze data closer to the source […]
Using AWS IoT for Predictive Maintenance
The blog post references AWS IoT Analytics, which is no longer available to new customers and will end support on December 15, 2025. For implementation guidance and alternatives, see the service migration support section at the end of this article. The interest in machine learning for industrial and manufacturing use cases on the edge is […]
Using Chainer Neural Network Framework with AWS Greengrass ML Inference
Starting today, Greengrass ML inference includes a pre-built Chainer package for all devices powered by Intel Atom, NVIDIA Jetson TX2, and Raspberry Pi. So, you don’t have to build and configure the ML framework for your devices from scratch. With this launch, we now provide pre-built packages for three popular machine learning frameworks including TensorFlow, […]