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Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda by Rustem Feyzkhanov

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TensorFlow repository

TensorFlow has five main repositories with a number of selected models. They're a bit established and it's very easy to use them with the TensorFlow framework.

For more information on the most popular models that are trained using TensorFlow, visit this site: https://github.com/tensorflow/models.

The different examples for the repositories are as follows:

  • Image to text models, which allow what's happening on the image to be described
  • Image captioning, which classifies the image
  • Deep speech, which allows speech to be recognized
  • Text summarization, which allows you to make a summary of the text article 
  • Vid2depth, which produces a depth map based on the video stream

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