Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

© Thimira Amaratunga 2021

T. AmaratungaDeep Learning on Windowshttps://doi.org/10.1007/978-1-4842-6431-7_9

9. Deploying Your Model as a Web Application

Thimira Amaratunga¹  

(1)

Nugegoda, Sri Lanka

 

Over the past several chapters, we have talked about some techniques to optimize the training of a model. We went through the steps of starting with a small dataset to get results that can be applied in practical scenarios.

You now know the steps needed to train a practical model. Now it is time to talk about how to make your trained model into an application.

In Chapter 7, we briefly talked about how to build a script to run predictions using the trained model (Figure 9-1).

Figure 9-1

Using a script to run predictions with a model

But using a script like that ...