Running YOLO v2 on the Microsoft Data Science Virtual Machine

This week I attended the Industry Partner workshop at the Future of Infrastructure and Built Environment at the University of Cambridge. During the day I had a number of conversations with construction industry professionals and one of  the topics we got into talking about how technology from HoloLens, to Data Science is revolutionising the construction…

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Hijacking faces with Deep Learning techniques and Microsoft Azure

Guest Post by Team FaceJack Catalina Cangea, Laurynas Karazija, Edgar Liberis, Petar Veličković Team FaceJack working hard at Hack Cambridge ’17. Hijacking Faces Machine learning with deep neural networks (commonly dubbed “deep learning”) has taken the world by storm, smashing record after record in a wide variety of difficult tasks from different fields, including computer…

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Azure Batch Shipyard https://azure.github.io/batch-shipyard/

Azure Batch enables you to run large-scale parallel and high-performance computing (HPC) applications efficiently in the cloud. It’s a platform service that schedules compute-intensive work to run on a managed collection of virtual machines, and can automatically scale compute resources to meet the needs of your jobs.+ With the Batch service, you define Azure compute…

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Microsoft Azure Data Science Virtual Machine with Theano and Keras

  Dependencies Before getting started, make sure you have the following: Azure Data Science Virtual Machine Deep Learning Toolkit CUDA 7.5 (link) Python & Anaconda already pre installed on the DSVM  Compilers for C/C++ already preinstalled on the DSVM GCC for code generated by Theano Visual Studio already preinstalled on the Windows DSVM The data…

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Deep Learning Toolkit on the Data Science Virtual Machine

  Deep learning is behind many recent breakthroughs in machine learning applications, including language translation with Skype, which was recently named one of the 7 greatest software innovations of the year by Popular Science, and speech recognition, where Microsoft recently achieved human-level parity at conversational speech. On the 1st of Dec we will be launching…

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