AI gadget: AWS DeepLens & Amazon SageMaker

AWS DeepLens – Deep learning enabled video camera for developers - AWS

Amazon.com: AWS DeepLens - Deep learning enabled video camera for developers: Amazon Devices
$250
  • "Deep learning in your hands - A fully programmable video camera designed to expand deep learning skills.
  • Start learning right away - Learn the basics of deep learning through example projects, computer vision models, tutorials, and real world, hands-on exploration on a physical device.
  • A new way to learn machine learning - Allows developers of all skill levels get started with deep learning in less than 10 minutes.
  • Sample projects - AWS DeepLens can run custom models from AWS SageMaker, and comes with a collection of pre-trained models ready to run on the device with a single click.
  • Fully programmable - Easy to customize and is fully programmable using AWS Lambda providing a familiar programming environment for developers to experiment with."



.NET Core Compatibility Pack & API Analyzer

.NET Core 2.0 + .NET Standard 2.0 comes with 20000 APIs,
but apparently about a half of them are cross-platform (Linux, Mac, not only Windows).
To help identify what APIs are portable there is a new tool:

Windows Compatibility Pack for .NET Core | Connect(); 2017 | Channel 9

Porting to .NET Core - Using the Windows Compatibility Pack | Microsoft Docs

Introducing API Analyzer | .NET Blog


Trying out new .NET Core Alpine Docker Images - Scott Hanselman