Flask Web Application with Python

With the training of deep learning models, how can we deploy the trained model as a web application? By leveraging on the functionality of Flask, we can establish a strong foundation for a full-stack application, explore new frontiers for a more extensive and feature-rich website. It enables the user to exercise full control over serving the web pages and internal data flow. We shall approach the following problem statements and explore the use of transfer learning and flask web application for deep learning projects. Instead of building a CNN model from scratch, let's address the problem statements by building upon the transfer learning idea as discussed in my earlier post: