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deep-learning-model-deployment

Personal project to show how Deep Learning Models can be deployed in production using Flask and Tensorflow Serving

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Create a basic project structure

Description

Create a basic project structure which is simple, clear and easy to understand.

Tasks:

Flask App:

  • Create basic Flask app using MVC structure.

SQLite:

  • Setup sqlite db for Flask.

Tensorflow Serving:

  • Create Tensorflow main directory (for tf_serving volume).
  • Create models directory.

Docker:

  • Create a docker file to run a tensorflow_serving container.

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