Quick-Start Guide to the Data Science Bowl Lung Cancer Detection Challenge, Using Deep Learning, Microsoft Cognitive Toolkit and Azure GPU VMs

This post is by Miguel Fierro, Data Scientist, Ye Xing, Senior Data Scientist, and Tao Wu, Principal Data Scientist Manager, all at Microsoft. Since its launch in mid-January, the Data Science Bowl Lung Cancer Detection Competition has attracted more than 1,000 submissions. To be successful in this competition, data scientists need to be able to… Read more

Deep Learning Made Easy in Azure

This post was authored by Anusua Trivedi, Data Scientist, Microsoft and Jamie Olson, Analytics Solution Architect, Microsoft Deep learning is an exciting new space for predictive modeling and machine learning and I’ve previously written about a variety of different models and tools in my previous blogs.  However, it can be intimidating to get started and… Read more

New Additions to the Data Science Virtual Machine – Test Drive, Community Forums, Deep Learning

This post is authored by Paul Shealy, Senior Software Engineer, and Barnam Bora, Program Manager, at Microsoft. The Data Science Virtual Machine (DSVM) is a custom virtual machine image from Microsoft that comes pre-installed with popular data science tools for modeling and development activities. The DSVM is offered in both Windows and Linux editions. There’s… Read more

How to Train a Deep-Learned Object Detection Model in the Microsoft Cognitive Toolkit

This post is authored by Patrick Buehler, Senior Data Scientist, and T. J. Hazen, Principal Data Scientist, at Microsoft. Last month we published a blog post describing our work on using computer vision to detect grocery items in refrigerators. This was achieved by adding object detection capability, based on deep learning, to the Open Source… Read more

Microsoft and Liebherr Collaborating on New Generation of Smart Refrigerators

This post is by T. J. Hazen, Principal Data Scientist Manager at Microsoft. As part of the Liebherr household appliances division’s digital initiative, Liebherr and Microsoft are collaborating in the development of Liebherr’s new generation of the SmartDeviceBox. This is a communication module which fits into Liebherr refrigerators and freezers, connecting them to the internet…. Read more