Disadvantages of CNN models

CNN (Convolutional Neural Network) is the fundamental model in Machine Learning and is used in some of the most applications today. There are some drawbacks of CNN models which we have covered and attempts to fix it.

In short, the disadvantages of CNN models are:

Classification of Images with different Positions
Adversarial examples
Coordinate Frame
Other minor disadvantages like performance

These disadvantages lead to other models/ ideas like Capsule neural network. We have explained the poi...