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_4

4. VGGNet and AlexNet Networks

Vaibhav Verdhan¹  

(1)

Limerick, Ireland

 

Once we accept our limits, we go beyond them.—Albert Einstein

After a certain point, even an extremely complex solution ceases to improve. And then we should improve the design of the solution. We go back to the drawing board and put our heads together to improve the capabilities. With more options available, we can iterate and test multiple solutions. And then based on the business problem at hand, the best solution will be chosen and implemented. We follow the same principle in Deep Learning architectures. We work on a network architecture, improve it, and make it ...