Deep Learning Frameworks Review
With the plethora of deep learning frameworks out there, which one should you use? In this video, Siraj Raval compares 10 deep learning frameworks across a wide variety of metrics. PyTorch, Tensorflow, MXNet, Chainer, CNTK, Sonnet, DeepLearning4J, CoreML, ONNX.
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Using Machine-Assisted Content Moderation to Detect Unwanted Content
For websites or services that accept content from users, it is critical to have that material reviewed to filter out any offensive/inappropriate content. The Content Moderator platform provides us with a set of APIs for monitoring possible offensive, undesirable, and risky content. Watch this video to see Sanjeev Jagtap discuss how to leverage the Content Moderator platform and its […]
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Building Image Classification Systems Using the Microsoft AI Platform
In this video from the Ignite conference last September, watch the latest additions to the Cognitive Toolkit, which offer a Python API, as well as a GUI to have a non‐disruptive experience from data load through operationalization with all the steps in between. The goal is to support classification, object detection and image similarity use case. […]
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What’s new in the Cognitive Toolkit v 2.2?
Watch Cha Zhang, Principal Applied Science Manager from Microsoft Research,m explain the Cognitive Toolkit (aka CNTK). CNTK is Microsoft’s open source deep learning toolkit that runs over 80% of the internal deep learning workload of Microsoft, including Cortana, HoloLens, Office, and more.
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Image Classification with CNTK
This video demonstrates how to use the CNTK libraries to build out a simple image classifier using a neural network.
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Deep Dive into the Microsoft Cognitive Toolkit (CNTK)
Here’s a great session from Ignite 2017 that goes deep into CNTK. CNTK is the AI platform of choice within Microsoft and, since it’s open source, has contributors from a wide variety of organizations from academia and the private sector.
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Deep Learning and CNTK on Azure
Here’s an interesting talk on CNTK, the Microsoft Cognitive Toolkit, and Deep Learning on Azure. Slides and code are on GitHub.
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Microsoft Cognitive Toolkit (CNTK) for Deep Learning
In my previous post, I featured a video on Microsoft Cognitive Toolkit (CNTK). If you’ve not heard of it, CNTK is a production-grade, open-source, deep-learning library. It’s the toolkit behind a Microsoft’s many AI initiatives. CNTK embraces fully open development, is available on GitHub, and provides support for both Windows and Linux. The latest release […]
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Deep Learning with CNTK aka the Microsoft Cognitive Toolkit
This video introduces Deep Learning with Microsoft Cognitive Toolkit (CNTK). The intended audience includes: Data scientists who are new to deep learning Machine learning scientists looking for advanced techniques Engineers looking for means to scale and leverage cloud computing in Azure Watch now:
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