Showing results for Python - ISE Developer Blog

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 distinct pixels in an image.

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