Practical Computer Vision Applications Using Deep Learning with CNNs: With Detailed Examples in Python Using TensorFlow and Kivy

© Ahmed Fawzy Gad  2018

Ahmed Fawzy GadPractical Computer Vision Applications Using Deep Learning with CNNshttps://doi.org/10.1007/978-1-4842-4167-7_7

7. Deploying Pretrained Models

Ahmed Fawzy Gad¹ 

(1)

Menoufia, Egypt

 

In the pipeline of building DL models, creating the model is the hardest step, but it is not the end. In order to benefit from the created models, users should remotely access them. Users’ feedback will help improve the model performance.

This chapter discusses how to deploy pretrained models online to be accessed by Internet users. Using Flask micro web framework, a web application is created using Python. Using HTML (HyperText Markup Language), CSS (Cascading Style Sheet), and JavaScript, simple web pages are built to allow the user ...