Project - How to Deploy an Image Classification Model using Flask

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Installing the Necessary Packages

Let us now install the necessary packages for our web app.

We would use pip to install the packages. pip is a package-management system used to install and manage software packages.


Note: The following steps might take a bit of time. These packages are said to be successfully installed if the console displays any message like Successfully installed ... after each package installation.

  • Update the pip package manager.

    pip install --upgrade pip
  • Install the Flask package of version 1.1.2 as follows. Use the following command in the console.

    pip install Flask==1.1.2
  • Install the tensorflow package of version 1.14.0 as follows.

    python -m pip install --upgrade setuptools
    pip install protobuf==3.17.3
    pip install --no-cache-dir  --force-reinstall -I grpcio==1.11.0
    pip install tensorflow==1.14.0
  • Install the pillow package of version 6.2.2 as follows, for working with images(like loading the images which we would see later).

    pip install pillow==6.2.2


  • If you are facing any issues related to the disk quota, please follow the instructions mentioned here.

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Note - Having trouble with the assessment engine? Follow the steps listed here

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