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

References

Major activation functions and layers used in CNN

The layers and the links are given here for quick reference. The links direct to the Keras official page at keras.io. All the layers can be examined at https://keras.io/api/layers/ . We are discussing the major ones here:

• Input object: Instantiates a Keras tensor. Used for input

• Dense layer: Most common densely connected Neural Network layer

• Activation layer: Used to apply the activation functions

• Conv1D layer: 1D convolutional layer

• Conv2D layer: 2D convolutional layer

Google Colab

Google Colab allows us to use the power of GPU for free. It is very easy to set up and use. Simply follow ...