Showing results for Python - ISE Developer Blog

May 8, 2025
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Integration testing with Dapr and Testcontainers

Jose Santano Gonzalez
Jose Santano Gonzalez

This blog post discusses setting up a Pytest integration test framework for a system using Dapr and Testcontainers. This framework was initially setup for a customer to suit their needs and it has been extracted into a sample project to provide a starting point.

CSEISE
Mar 13, 2025
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Flexible Tool Selection for ML Model Production

Rob Cameron Daniel Ferguson Swetha Anand
Rob,
Daniel,
Swetha

data science and software engineering teams can choose the best tools for their respective roles in delivering machine learning models to production.

CSEMachine LearningISE
May 17, 2018
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Using Otsu’s method to generate data for training of deep learning image segmentation models

Clemens Wolff
Clemens Wolff

In this article, we introduce a technique to rapidly pre-label training data for image segmentation models such that annotators no longer have to painstakingly hand-annotate every pixel of interest in an image. The approach is implemented in Python and OpenCV and extensible to any image segmentation task that aims to identify a subset of visually d...

Machine Learning
Jan 9, 2018
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Deploying a Linux Python web application to Service Fabric via Docker Compose

Clemens Wolff
Clemens Wolff

This article covers how to take a standard Python web service consisting of an application tier, a WSGI server, and a Nginx reverse proxy and deploy it via Linux containers to a Linux cluster managed by Azure Service Fabric using only simple tooling like Docker Compose.

DevOpsContainers