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Dec 5, 2017
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Comparing Image-Classification Systems: Custom Vision Service vs. Inception

Clemens Wolff
Clemens Wolff

This story covers how to get started with transfer-learning and build image classification models in Python with the Custom Vision Service. We compare the results with the popular Tensorflow-based models Inception and MobileNet.

Machine LearningCognitive Services
Nov 21, 2017
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Autoscaling Deep Learning Training with Kubernetes

Rita Zhang
Rita Zhang

We explore how we worked with a customer to add autoscaling capability to a Kubernetes cluster to meet bursty demands for deep learning training in a cost-efficient manner.

Machine LearningContainers
Oct 24, 2017
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Bird Detection with Azure ML Workbench

Olga Liakhovich
Olga Liakhovich

We demonstrate how to train Object Detection models using CNTK and Tensoflow DNN frameworks. Azure ML Workbench is used as the main training and model hosting infrastructure.

Machine LearningDevOpsContainers