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Cognitive Services in Xamarin Applications

Talkat .NET Conf 2018 · 2018-09-12..09-14· [machine-learning]
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Demonstrates integrating Microsoft Cognitive Services into Xamarin apps by exporting a Custom Vision model and running it locally in a Xamarin.Android app using a TensorFlow .pb and labels.txt, the TensorFlow Android library and Plugin.Media/Project Oxford NuGet packages. The app captures an image, normalizes it, feeds it to the model and returns the top label (demo returns orange cat at 3.3% confidence). Notes export formats (CoreML, TensorFlow, ONNX, Docker) and a free tier like 5,000 free transactions/month.

AI-written summary · about

  1. 0:00Start
  2. 2:31Artificial Intelligence and Machine Learning
  3. 4:40What are Microsoft Cognitive services?
  4. 9:51Computer Vision API
  5. 28:33Microsoft Al Platform
  6. 31:41Where to start?
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