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

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