The Internet of Things on AWS – Official Blog
Tag: IoT Edge
Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 2 of 3: Training a custom object detection model
Post by Angela Wang and Tanner McRae, Engineers on the AWS Solutions Architecture R&D and Innovation team This post is the second in a series on how to build and deploy a custom object detection model to the edge using Amazon SageMaker and AWS IoT Greengrass. In part 1 of this series, we walked through the training […]
Training the Amazon SageMaker object detection model and running it on AWS IoT Greengrass – Part 1 of 3: Preparing training data
Post by Angela Wang and Tanner McRae, Engineers on the AWS Solutions Architecture R&D and Innovation team Running computer vision algorithms at the edge unlocks many industry use cases that has low or limited internet connectivity. Combining services from AWS in the Machine Learning (ML) and Internet of Things (IoT) space, training a custom computer vision model and running […]
Determining state in systems with high-frequency updates using AWS IoT Greengrass
AWS IoT Greengrass extends AWS managed services to edge device systems, providing security, message routing, and local state processing. It also provides a central hub for connectivity with other AWS services using AWS Lambda functions. Some edge systems with multiple devices produce high-frequency updates, such as device shadow updates. It can be difficult to determine […]
Announcing Amazon FreeRTOS 201906.00 Major
Amazon FreeRTOS 201906.00 Major is now generally available. Amazon FreeRTOS extends the FreeRTOS kernel with individual software libraries, making it faster and easier to securely connect microcontroller-based IoT devices to the cloud. This major release provides significant improvements to several underlying libraries, as well as an update to overall Amazon FreeRTOS versioning: General availability of […]
Announcing support for Bluetooth Low Energy in Amazon FreeRTOS
Today, AWS announced general availability for Bluetooth Low Energy support in Amazon FreeRTOS. This release simplifies your development process to securely connect Amazon FreeRTOS devices using Bluetooth Low Energy to AWS IoT Core via Android and iOS devices. It also makes it easier to remotely update firmware on Amazon FreeRTOS devices using Bluetooth Low Energy. […]