Category: Technical How-to

In this post we demonstrate how to train a Twin Neural Network based on PyTorch and Fast.ai, and deploy it with TorchServe on Amazon SageMaker inference endpoint. For demonstration purposes, we build an interactive web application for users to upload images and make inferences from the trained and deployed model, based on Streamlit, which is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python.

Learn how to use Amazon Elastic Compute Cloud (Amazon EC2), Amazon Route 53, AWS Certificate Manager (ACM), and Elastic Load Balancing to create a secure WordPress site within AWS GovCloud.

Open source Crossplane enables GitOps to be applied virtually everywhere using Kubernetes as a proxy to provision and manage cloud resources. This article will take you in a step-by-step workflow to provision Amazon Elastic Kubernetes Service (Amazon EKS) clusters and an Amazon Relational Database Service (Amazon RDS) database the GitOps way using Crossplane and Flux.

In conversations with our customers, we often hear that they find it tedious to write AWS CloudFormation templates to create new permission sets, assign permission sets to users and groups in AWS IAM Identity Center (successor to AWS Single Sign-On) and grant access for users and groups to multiple AWS accounts in their organization. This […]

You manage your infrastructure with code, why not manage your dashboards the same way? With Steampipe’s dashboards-as-code approach you write HCL to define dashboard widgets, and you write SQL to fill them with data extracted from APIs. Here are some common questions about your AWS resources: How many resources do I have? How old are […]

Learn how to use the open source Python SDK for Lookout for Vision in either AWS Glue or AWS Lambda to quickly identify differences in images of objects at scale.

This blog post is the second part of a two-part series that describes how to host a secure Digital Imaging and Communications in Medicine (DICOM) server on AWS using Dicoogle open source software. In part one of this blog series, I introduced DICOM, explained the functionalities the solution provides, highlighted the AWS services used, and […]

Introduction The sidecar deployment pattern lets developers decouple monolithic applications into separate processes with high levels of isolation and encapsulation. To address cross-cutting concerns like logging, monitoring, and authorization, organizations can decouple these operations into sidecar containers shared across multiple microservices within a deployment. In order to perform operations like authorization, microservice deployments often depend […]

This blog is the first part of a two-part series that describes how to host a secure DICOM server on AWS. It is based on the Dicoogle open source software, which provides the functionality of a PACS (picture archiving and communication system). A PACS stores and indexes DICOM medical image files, and uses the DICOM […]

This post was contributed by David Boeke, Bob Tordella, Jon Udell, and Nathan Wallace. Steampipe is an open source tool under the AGPLv3 license for querying cloud APIs in a universal way and reasoning about the data in SQL. In our first post we explored the AWS plugin which maps the suite of AWS APIs […]