How to Build a Multi-Class Classification Model using Convolutional Neural Networks and NasNet Application in Keras

Feb 15, 2020

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In a Multi-class problem, we have a few constant features that are [present in out dataset:

  • Multiple Classes/ Labels
  • Categorical Data *

With these, let’s proceed to learn an efficient approach to solving problems of this naturee, Note: In this tutorial, I would strive to extend and provide directions for other likely cases e.g (A multi-class problem but with numerical data?). Let’s get started;

Tutorial Overview

  • MultiClass Image Classification
  • Data preparation with Pandas
  • What is the Nasnet application
  • Why Use Nasnet for propblem
  • Solutions & Training

MultiClass Image Classification problem