Computer Vision Using Deep Learning: Neural Network Architectures with Python and Keras

© Vaibhav Verdhan 2021

V. VerdhanComputer Vision Using Deep Learninghttps://doi.org/10.1007/978-1-4842-6616-8_8

8. End-to-End Model Development

Vaibhav Verdhan¹  

(1)

Limerick, Ireland

 

Sometimes it is the journey that teaches you a lot about your destination.—Drake

Deep Learning is a long and tedious journey. It requires practice and continuous rigor. The path to success requires meticulous planning, dedication, constant practice, and patience. In this journey, you have already taken the very first steps.

We started this book with the core concepts of computer vision. We developed solutions using OpenCV. And then we explored concepts of convolutional Neural Networks – various layers, functions, and respective outputs.

In this book so far, we have discussed ...